total_V4 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/analyse_complementaire/total_V4.csv", stringsAsFactors=TRUE)summary(total_V4)## Groupe age_Cs_initiale Sexe Adressé_par Vu_en_Cs Vu_en_HDS
## Groupe_1: 42 Min. :44.71 F: 82 : 1 : 1 : 1
## Groupe_2:149 1st Qu.:56.40 H:109 Hopital public:60 Non: 33 Non: 46
## Median :62.95 Privé :60 Oui:157 Oui:144
## Mean :62.31 Suivi CHUT :37
## 3rd Qu.:68.56 Ville :33
## Max. :82.24
##
## Critères_AMM_remplis Pose_valves Nbre.de.raison Satut_Tabagique
## Non: 66 Non:135 Min. :1.000 : 2
## Oui:125 Oui: 56 1st Qu.:1.000 actif : 12
## Median :2.000 Non_fumeur: 6
## Mean :1.836 Sevré :171
## 3rd Qu.:2.000
## Max. :4.000
## NA's :57
## Déficit_alpha taille poids BMI
## : 2 Min. :1.500 Min. : 38.00 Min. :14.20
## Non:171 1st Qu.:1.613 1st Qu.: 55.25 1st Qu.:20.07
## Oui: 18 Median :1.690 Median : 65.00 Median :22.74
## Mean :1.684 Mean : 65.63 Mean :23.04
## 3rd Qu.:1.750 3rd Qu.: 73.00 3rd Qu.:25.54
## Max. :1.900 Max. :120.00 Max. :40.04
## NA's :13 NA's :13 NA's :11
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :1.00 : 3 : 2 : 5
## 1st Qu.:3.00 A : 5 Non:132 Non:173
## Median :3.00 A OU B: 4 Oui: 57 Oui: 13
## Mean :3.33 B :119
## 3rd Qu.:4.00 C : 2
## Max. :4.00 D : 58
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :0.000 : 6 : 3
## 1st Qu.:2.000 Non: 18 Non: 63
## Median :3.000 Oui:167 Oui:125
## Mean :2.788
## 3rd Qu.:3.000
## Max. :4.000
## NA's :12
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 14 : 7 : 9
## Non : 9 Effort:43 ACTIF : 11
## Oui :167 Non :60 Apres dressage: 10
## PAS D ANTICHOLINERGIQUE: 1 Repos :81 Non : 34
## Oui :127
##
##
## Intervention_ttt_emphysème_préalable Rsltats_scanr_STRATX
## Non :182 Pas de cible:38
## Oui : 2 LSD :35
## SYMPHYSE G POUR PNO : 2 LSD_LSG :25
## : 1 LIG :21
## AIRFLOW : 1 LSG :18
## BULLECTOMIE LSD : 1 LID_LIG :14
## (Other) : 2 (Other) :40
## Résultats_StratX Résultats.scinti pourc_perfusion_lobe_traité
## :49 pas de cible:40 Min. : 0.00
## sissures étanches :76 :35 1st Qu.: 6.00
## sissures incompletes :16 LSD_LSG :30 Median :11.00
## sissures intermediare:50 LSD :24 Mean :12.47
## LIG :22 3rd Qu.:17.50
## LID_LIG :14 Max. :38.00
## (Other) :26 NA's :128
## Stratx...Homogène..15.0_Hétérogène.1 TM6_.m._0 TM6_.nadir.sat.PCT._0
## :49 Min. : 0.0 Min. :38.00
## Hètérogène:73 1st Qu.:224.8 1st Qu.:79.00
## Homogène :69 Median :333.0 Median :84.00
## Mean :323.1 Mean :83.14
## 3rd Qu.:432.8 3rd Qu.:89.00
## Max. :650.0 Max. :95.00
## NA's :31 NA's :31
## TM6_.score.Borg._0 BODE_calcul_0 ETT PaO2_AA.mmHg._0
## Min. : 0.000 Min. : 0.000 : 39 Min. :35.00
## 1st Qu.: 5.000 1st Qu.: 4.000 Autre anomalie: 10 1st Qu.:62.00
## Median : 7.000 Median : 6.000 HTAP : 28 Median :68.00
## Mean : 6.819 Mean : 5.741 Normale :114 Mean :67.75
## 3rd Qu.: 8.000 3rd Qu.: 7.000 3rd Qu.:73.15
## Max. :10.000 Max. :10.000 Max. :91.00
## NA's :36 NA's :33 NA's :52
## PaCO2_.mmHg._0 VEMS._mL_0 VEMS_PCT_0 VR_ml_0 VR_PCT_0
## Min. :28.50 Min. : 400 Min. :13.00 Min. :1810 : 7
## 1st Qu.:36.00 1st Qu.: 700 1st Qu.:26.00 1st Qu.:4200 220 : 5
## Median :38.70 Median : 870 Median :32.50 Median :5100 240 : 5
## Mean :39.74 Mean : 947 Mean :34.39 Mean :5088 250 : 5
## 3rd Qu.:43.00 3rd Qu.:1100 3rd Qu.:41.00 3rd Qu.:5998 183 : 4
## Max. :59.00 Max. :2400 Max. :92.00 Max. :9800 206 : 4
## NA's :46 NA's :16 NA's :2 NA's :29 (Other):161
## CVF_ml_0 CVF_PCT_0 CPT_ml_0 CPT_PCT_0
## Min. : 950 Min. : 30.00 Min. : 10 Min. : 69.0
## 1st Qu.:1692 1st Qu.: 52.75 1st Qu.: 6462 1st Qu.:121.8
## Median :2185 Median : 67.50 Median : 7705 Median :134.0
## Mean :2295 Mean : 68.54 Mean : 7555 Mean :133.0
## 3rd Qu.:2768 3rd Qu.: 81.25 3rd Qu.: 8820 3rd Qu.:144.2
## Max. :5000 Max. :135.00 Max. :11000 Max. :184.0
## NA's :25 NA's :23 NA's :27 NA's :23
## VR_CPT_0 DLCO_PCT_0 Nbre_valves_posées Résultats_Chartis
## Min. : 20.00 Min. :17.00 Min. : 0.00 :128
## 1st Qu.: 58.00 1st Qu.:27.00 1st Qu.: 0.00 Complete : 44
## Median : 65.00 Median :33.00 Median : 0.00 Incomplet: 10
## Mean : 65.52 Mean :34.36 Mean : 1.78 Non Fait : 9
## 3rd Qu.: 73.40 3rd Qu.:39.20 3rd Qu.: 3.75
## Max. :172.00 Max. :89.00 Max. :15.00
## NA's :28 NA's :40 NA's :5
## Lobe_choisi Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## :135 :135 :173
## LIG : 15 31/03/2021: 3 Exacerbation BPCO : 9
## LSD : 15 02/06/2021: 2 Pneumothorax : 3
## LSG : 12 14/12/2018: 2 Autre : 2
## LID : 6 24/03/2021: 2 Majoration dyspnée : 1
## LSD LM : 4 30/07/2019: 2 Pneumatocèle : 1
## (Other): 4 (Other) : 45 (Other) : 2
## date.de.survenue.des.complications_0
## :178
## 01/04/2021: 1
## 01/08/2019: 1
## 03/08/2019: 1
## 06/04/2022: 1
## 08/04/2021: 1
## (Other) : 8
## Délai.de.survenue.des.complications..jours.
## Min. : 0.00
## 1st Qu.: 0.75
## Median : 1.00
## Mean : 7.50
## 3rd Qu.: 6.50
## Max. :34.00
## NA's :175
## PEC.en.charge.des.complications_0 Complications.pose
## :173 :174
## aerosols : 1 Exacerbation BPCO : 7
## AEROSOLS : 1 Pneumothorax : 4
## AEROSOLS, a la 2e pose du LID: 1 Mort : 2
## ATB : 1 Autre : 1
## ATB IV : 1 Hémoptysie : 1
## (Other) : 13 (Other) : 2
## date.de.survenue.des.complications
## :178
## 01/03/2022: 1
## 01/10/2019: 1
## 06/05/2022: 1
## 07/04/2020: 1
## 07/10/2019: 1
## (Other) : 8
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : 0.00
## 1st Qu.: 2.00
## Median : 6.00
## Mean :12.62
## 3rd Qu.:28.00
## Max. :48.00
## NA's :178
## PEC.en.charge.des.complications_1...retrait.valve..drainage. VEMS_.ml._1
## :174 Min. : 500.0
## aerosols : 1 1st Qu.: 802.5
## AEROSOLS 4SEM: 1 Median : 945.0
## AEROSOLS CTC : 1 Mean :1036.2
## ATB : 1 3rd Qu.:1200.0
## atb ctc : 1 Max. :2630.0
## (Other) : 12 NA's :141
## VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. :21.00 Min. :-390.0 Min. :1310 Min. : 38.00
## 1st Qu.:30.50 1st Qu.: -7.5 1st Qu.:2080 1st Qu.: 60.80
## Median :36.00 Median : 180.0 Median :2470 Median : 78.00
## Mean :38.45 Mean : 182.0 Mean :2506 Mean : 76.96
## 3rd Qu.:43.75 3rd Qu.: 320.0 3rd Qu.:2980 3rd Qu.: 91.00
## Max. :76.00 Max. :1830.0 Max. :5200 Max. :129.00
## NA's :141 NA's :141 NA's :142 NA's :142
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT
## Min. :-870.0 Min. : 5300 Min. : 43.0 Min. :-1570.0
## 1st Qu.: -57.5 1st Qu.: 6452 1st Qu.:123.0 1st Qu.: -847.5
## Median : 295.0 Median : 7520 Median :130.0 Median : -220.5
## Mean : 401.6 Mean : 7668 Mean :130.3 Mean : -299.9
## 3rd Qu.: 772.5 3rd Qu.: 8788 3rd Qu.:138.5 3rd Qu.: 185.0
## Max. :1760.0 Max. :10400 Max. :167.0 Max. : 1060.0
## NA's :143 NA's :141 NA's :141 NA's :141
## VR..ml._1 VR..PCT._1 Gain_VR_1 TM6_.m._1
## Min. :2100 Min. :137.0 Min. :-2620.0 Min. :180.0
## 1st Qu.:4000 1st Qu.:188.0 1st Qu.:-1252.5 1st Qu.:343.5
## Median :4705 Median :217.5 Median : -605.0 Median :409.0
## Mean :4810 Mean :221.1 Mean : -704.6 Mean :402.0
## 3rd Qu.:5512 3rd Qu.:246.0 3rd Qu.: -137.5 3rd Qu.:471.8
## Max. :8660 Max. :313.0 Max. : 1960.0 Max. :630.0
## NA's :141 NA's :141 NA's :141 NA's :153
## TM6_sat_.PCT._1 TM6_.score.borg._1 Gain_TM6_1 mMRC_1
## Min. :70.00 Min. :2.500 Min. :-230.00 Min. :1.000
## 1st Qu.:79.00 1st Qu.:5.000 1st Qu.: -17.75 1st Qu.:1.000
## Median :84.00 Median :6.000 Median : 52.50 Median :2.000
## Mean :83.05 Mean :6.037 Mean : 41.83 Mean :2.098
## 3rd Qu.:85.75 3rd Qu.:8.000 3rd Qu.: 89.25 3rd Qu.:3.000
## Max. :92.00 Max. :9.000 Max. : 442.00 Max. :4.000
## NA's :151 NA's :151 NA's :151 NA's :150
## IMC_1 BODE.calculé_1 Complications_a_distance_1
## Min. :14.00 Min. :0.000 :163
## 1st Qu.:20.18 1st Qu.:2.500 Exacerbation BPCO : 10
## Median :22.70 Median :4.000 Douleurs thoraciques: 4
## Mean :22.62 Mean :3.923 Engluement valve : 3
## 3rd Qu.:25.00 3rd Qu.:5.000 Majoration dyspnée : 7
## Max. :32.00 Max. :8.000 Pneumonie : 2
## NA's :141 NA's :152 Pneumothorax : 2
## Complications_a_distance_2
## :183
## Exacerbation BPCO : 3
## Autre : 1
## Engluement valve : 1
## Majoration dyspnée : 2
## Pneumonie : 1
##
## Prise_en_charge_complications_1
## :165
## 1 exa, en rehab // retrait valves : 1
## ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE: 1
## AEROSOLS : 1
## AEROSOLS DOMICILE : 1
## atb au domicile, multiples exacerbation chez un patient colo à achromo : 1
## (Other) : 21
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2
## Min. : 490 Min. :17.00 Min. :-500.0 Min. :1480
## 1st Qu.: 725 1st Qu.:26.75 1st Qu.: -45.0 1st Qu.:1930
## Median : 960 Median :36.00 Median : 125.0 Median :2310
## Mean : 957 Mean :35.50 Mean : 111.3 Mean :2314
## 3rd Qu.:1100 3rd Qu.:41.00 3rd Qu.: 252.5 3rd Qu.:2652
## Max. :1900 Max. :59.00 Max. : 550.0 Max. :3600
## NA's :161 NA's :163 NA's :161 NA's :163
## CVF_.PCT._2 Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2
## Min. : 40.00 Min. :-1230.0 Min. : 5150 Min. :107.0
## 1st Qu.: 55.00 1st Qu.: 17.5 1st Qu.: 6475 1st Qu.:123.5
## Median : 67.50 Median : 285.0 Median : 7650 Median :133.5
## Mean : 71.75 Mean : 306.0 Mean : 7823 Mean :139.3
## 3rd Qu.: 84.50 3rd Qu.: 715.0 3rd Qu.: 8925 3rd Qu.:144.0
## Max. :108.00 Max. : 2060.0 Max. :10800 Max. :294.0
## NA's :163 NA's :163 NA's :163 NA's :163
## Gain_CPT_2 VR_.ml._2 VR_.PCT._2 Gain_VR_2
## Min. :-1530.0 Min. :2860 Min. : 88.0 Min. :-2910.0
## 1st Qu.: -805.0 1st Qu.:3968 1st Qu.:181.2 1st Qu.:-1300.0
## Median : -225.0 Median :4810 Median :211.0 Median : -490.0
## Mean : -228.8 Mean :5054 Mean :221.6 Mean : -548.9
## 3rd Qu.: 286.5 3rd Qu.:6168 3rd Qu.:259.0 3rd Qu.: 22.5
## Max. : 1060.0 Max. :8900 Max. :334.0 Max. : 2790.0
## NA's :163 NA's :163 NA's :163 NA's :163
## TM6_sat_.PCT._2 TM6_.m._2 TM6_.score.borg._2 Calcul_BODE_TM6_2
## Min. :69.00 Min. : 28 Min. :2.000 Min. :0.00
## 1st Qu.:80.00 1st Qu.:339 1st Qu.:6.500 1st Qu.:0.00
## Median :82.00 Median :393 Median :8.000 Median :0.00
## Mean :83.67 Mean :406 Mean :7.125 Mean :0.92
## 3rd Qu.:88.00 3rd Qu.:480 3rd Qu.:8.125 3rd Qu.:2.00
## Max. :94.00 Max. :660 Max. :9.000 Max. :3.00
## NA's :170 NA's :170 NA's :171 NA's :166
## Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. :-155.00 Min. :1.000 Min. :14.00 Min. : 1.000
## 1st Qu.: -72.00 1st Qu.:1.000 1st Qu.:20.50 1st Qu.: 2.000
## Median : 58.00 Median :2.000 Median :23.00 Median : 3.000
## Mean : 30.62 Mean :2.227 Mean :23.12 Mean : 4.048
## 3rd Qu.: 118.00 3rd Qu.:3.000 3rd Qu.:25.50 3rd Qu.: 6.000
## Max. : 187.00 Max. :4.000 Max. :32.00 Max. :10.000
## NA's :170 NA's :169 NA's :162 NA's :170
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## :179 :189 :135
## Exacerbation BPCO : 6 Migration valve : 1 Non: 43
## Autre : 2 Pneumothorax : 1 Oui: 13
## Hémoptysie : 1
## Majoration dyspnée : 1
## Pneumonie : 2
##
## type_retrait delais_retrait_valve_mois
## :135 Min. : 1.400
## Non : 43 1st Qu.: 4.330
## retrait complet: 7 Median : 7.030
## retrait partiel: 6 Mean : 8.748
## 3rd Qu.:13.370
## Max. :18.800
## NA's :178
## Raison.retrait.valves
## :178
## ABCES PULM 5/6 RETIREES : 1
## Dégradation post T2, retrait 1 valves : 1
## DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG : 1
## EFR et dyspnée inchangés : 1
## Hemopt et projet de greffe : 1
## (Other) : 8library(knitr)
library(rmarkdown)
library(markdown)
library(tidyverse)## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4
## ✔ tibble 3.1.8 ✔ dplyr 1.0.10
## ✔ tidyr 1.2.0 ✔ stringr 1.4.1
## ✔ readr 2.1.2 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()library(car)## Le chargement a nécessité le package : carData
##
## Attachement du package : 'car'
##
## L'objet suivant est masqué depuis 'package:dplyr':
##
## recode
##
## L'objet suivant est masqué depuis 'package:purrr':
##
## somelibrary(rcompanion)
library(tidyverse)
library(car)
library(Hmisc)## Le chargement a nécessité le package : lattice
## Le chargement a nécessité le package : survival
## Le chargement a nécessité le package : Formula
##
## Attachement du package : 'Hmisc'
##
## Les objets suivants sont masqués depuis 'package:dplyr':
##
## src, summarize
##
## Les objets suivants sont masqués depuis 'package:base':
##
## format.pval, unitsdescribe(total_V4)## total_V4
##
## 107 Variables 191 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct
## 191 0 2
##
## Value Groupe_1 Groupe_2
## Frequency 42 149
## Proportion 0.22 0.78
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 191 0 186 1 62.31 9.435 48.39 50.93
## .25 .50 .75 .90 .95
## 56.39 62.95 68.56 71.76 76.56
##
## lowest : 44.71 46.38 46.64 46.77 47.17, highest: 78.00 79.09 79.12 81.12 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 191 0 2
##
## Value F H
## Frequency 82 109
## Proportion 0.429 0.571
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 191 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 60 60 37
## Proportion 0.005 0.314 0.314 0.194
##
## Value Ville
## Frequency 33
## Proportion 0.173
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 1 33 157
## Proportion 0.005 0.173 0.822
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 1 46 144
## Proportion 0.005 0.241 0.754
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 191 0 2
##
## Value Non Oui
## Frequency 66 125
## Proportion 0.346 0.654
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct
## 191 0 2
##
## Value Non Oui
## Frequency 135 56
## Proportion 0.707 0.293
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 134 57 4 0.873 1.836 0.915
##
## Value 1 2 3 4
## Frequency 57 47 25 5
## Proportion 0.425 0.351 0.187 0.037
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 191 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 2 12 6 171
## Proportion 0.010 0.063 0.031 0.895
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 2 171 18
## Proportion 0.010 0.895 0.094
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 178 13 35 0.998 1.684 0.09609 1.550 1.580
## .25 .50 .75 .90 .95
## 1.613 1.690 1.750 1.800 1.812
##
## lowest : 1.50 1.51 1.53 1.54 1.55, highest: 1.82 1.83 1.84 1.85 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 178 13 53 0.998 65.63 15.8 44.00 48.00
## .25 .50 .75 .90 .95
## 55.25 65.00 73.00 81.00 90.00
##
## lowest : 38.0 42.0 43.0 44.0 44.1, highest: 97.0 100.0 109.0 119.0 120.0
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 180 11 160 1 23.04 4.742 16.50 18.36
## .25 .50 .75 .90 .95
## 20.07 22.74 25.54 28.04 31.14
##
## lowest : 14.20 14.84 14.88 15.41 15.44, highest: 32.05 33.59 35.15 37.04 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 191 0 4 0.809 3.33 0.6764
##
## Value 1 2 3 4
## Frequency 2 15 92 82
## Proportion 0.010 0.079 0.482 0.429
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 191 0 6
##
## lowest : A A OU B B C , highest: A A OU B B C D
##
## Value A A OU B B C D
## Frequency 3 5 4 119 2 58
## Proportion 0.016 0.026 0.021 0.623 0.010 0.304
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 2 132 57
## Proportion 0.010 0.691 0.298
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 5 173 13
## Proportion 0.026 0.906 0.068
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 179 12 5 0.877 2.788 0.9357
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 2 11 47 82 37
## Proportion 0.011 0.061 0.263 0.458 0.207
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 6 18 167
## Proportion 0.031 0.094 0.874
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 3 63 125
## Proportion 0.016 0.330 0.654
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 191 0 4
##
## Value Non
## Frequency 14 9
## Proportion 0.073 0.047
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 167 1
## Proportion 0.874 0.005
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 191 0 4
##
## Value Effort Non Repos
## Frequency 7 43 60 81
## Proportion 0.037 0.225 0.314 0.424
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 191 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 9 11 10 34
## Proportion 0.047 0.058 0.052 0.178
##
## Value Oui
## Frequency 127
## Proportion 0.665
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 191 0 8
##
## lowest : AIRFLOW BULLECTOMIE LSD Non Oui
## highest: Non Oui RESECTION APICALE SUR PNO SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 191 0 15
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LSD LM_LSG LSD_LSG LSG LSG_LM Pas de cible
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 191 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 49 76 16
## Proportion 0.257 0.398 0.084
##
## Value sissures intermediare
## Frequency 50
## Proportion 0.262
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 191 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LIG LSD_LSG LSD_LSG_LIG_LM LSG pas de cible
##
## (35, 0.183), LID (6, 0.031), LID_LIG (14, 0.073), LIG (22, 0.115), LM (2,
## 0.010), LSD (24, 0.126), LSD LM (6, 0.031), LSD LM_LSG (3, 0.016), LSD_LIG (2,
## 0.010), LSD_LSG (30, 0.157), LSD_LSG_LIG_LM (1, 0.005), LSG (6, 0.031), pas de
## cible (40, 0.209)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 63 128 36 0.998 12.47 9.74 1.00 1.40
## .25 .50 .75 .90 .95
## 6.00 11.00 17.50 22.40 30.65
##
## lowest : 0.0 1.0 1.3 1.4 1.5, highest: 24.0 27.5 31.0 34.0 38.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 191 0 3
##
## Value Hètérogène Homogène
## Frequency 49 73 69
## Proportion 0.257 0.382 0.361
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 160 31 123 1 323.1 170.2 60.0 119.1
## .25 .50 .75 .90 .95
## 224.8 333.0 432.8 513.5 546.4
##
## lowest : 0 30 40 42 43, highest: 568 576 585 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 160 31 30 0.998 83.14 7.908 72.0 75.0
## .25 .50 .75 .90 .95
## 79.0 84.0 89.0 91.1 93.0
##
## lowest : 38 62 63 66 69, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 155 36 18 0.984 6.819 2.3 3 4
## .25 .50 .75 .90 .95
## 5 7 8 9 10
##
## lowest : 0.0 1.0 2.0 3.0 3.5, highest: 8.0 8.5 9.0 9.5 10.0
##
## Value 0.0 1.0 2.0 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5
## Frequency 1 1 2 5 2 10 1 19 2 14 8
## Proportion 0.006 0.006 0.013 0.032 0.013 0.065 0.006 0.123 0.013 0.090 0.052
##
## Value 7.0 7.5 8.0 8.5 9.0 9.5 10.0
## Frequency 20 2 32 6 18 1 11
## Proportion 0.129 0.013 0.206 0.039 0.116 0.006 0.071
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd .05 .10
## 158 33 11 0.972 5.741 2.249 2.85 4.00
## .25 .50 .75 .90 .95
## 4.00 6.00 7.00 9.00 9.00
##
## lowest : 0 1 2 3 4, highest: 6 7 8 9 10
##
## Value 0 1 2 3 4 5 6 7 8 9 10
## Frequency 2 1 5 7 26 35 34 16 14 12 6
## Proportion 0.013 0.006 0.032 0.044 0.165 0.222 0.215 0.101 0.089 0.076 0.038
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 191 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 39 10 28 114
## Proportion 0.204 0.052 0.147 0.597
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 139 52 69 0.999 67.75 10.4 52.81 55.48
## .25 .50 .75 .90 .95
## 62.00 68.00 73.15 79.00 85.46
##
## lowest : 35.0 44.0 45.0 50.4 51.0, highest: 86.0 88.8 89.0 90.0 91.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 145 46 64 0.998 39.74 6.467 31.02 33.00
## .25 .50 .75 .90 .95
## 36.00 38.70 43.00 47.36 49.88
##
## lowest : 28.5 28.7 30.4 30.5 31.0, highest: 53.0 54.0 55.8 57.0 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 175 16 75 0.998 947 401.9 500 594
## .25 .50 .75 .90 .95
## 700 870 1100 1488 1793
##
## lowest : 400 430 450 470 490, highest: 2000 2100 2160 2360 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 189 2 59 0.999 34.39 13.33 19.0 21.0
## .25 .50 .75 .90 .95
## 26.0 32.5 41.0 49.0 57.0
##
## lowest : 13 14 15 16 18, highest: 67 68 70 82 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 162 29 104 1 5088 1528 2905 3500
## .25 .50 .75 .90 .95
## 4200 5100 5998 6700 7240
##
## lowest : 1810 1840 1910 2060 2240, highest: 7600 7800 7870 7900 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 191 0 114
##
## lowest : >150 100 128 133 , highest: 400 466 73 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 166 25 112 1 2295 902 1215 1390
## .25 .50 .75 .90 .95
## 1692 2185 2768 3345 3742
##
## lowest : 950 1020 1090 1100 1140, highest: 4330 4480 4500 4600 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 168 23 75 1 68.54 22.98 39.00 44.40
## .25 .50 .75 .90 .95
## 52.75 67.50 81.25 95.30 104.30
##
## lowest : 30.0 34.0 35.0 37.5 38.0, highest: 108.0 113.0 123.0 124.0 135.0
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 164 27 111 1 7555 1898 5202 5702
## .25 .50 .75 .90 .95
## 6462 7705 8820 9588 9794
##
## lowest : 10 60 1060 1190 4240, highest: 10111 10180 10190 10510 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 168 23 69 1 133 20.83 103.7 112.0
## .25 .50 .75 .90 .95
## 121.8 134.0 144.2 156.6 163.0
##
## lowest : 69 87 89 90 91, highest: 167 169 171 179 184
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 163 28 53 0.999 65.52 13.13 48.0 52.0
## .25 .50 .75 .90 .95
## 58.0 65.0 73.4 77.8 80.0
##
## lowest : 20.00 31.00 35.00 36.00 40.00, highest: 82.00 83.88 86.00 88.00 172.00
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 151 40 45 0.998 34.36 11.67 20.0 22.8
## .25 .50 .75 .90 .95
## 27.0 33.0 39.2 49.0 54.0
##
## lowest : 17 18 19 20 21, highest: 59 60 64 76 89
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 186 5 13 0.65 1.78 2.755 0.00 0.00
## .25 .50 .75 .90 .95
## 0.00 0.00 3.75 6.00 8.00
##
## lowest : 0 2 3 4 5, highest: 9 10 11 12 15
##
## Value 0 2 3 4 5 6 7 8 9 10 11
## Frequency 131 1 7 9 7 13 5 5 4 1 1
## Proportion 0.704 0.005 0.038 0.048 0.038 0.070 0.027 0.027 0.022 0.005 0.005
##
## Value 12 15
## Frequency 1 1
## Proportion 0.005 0.005
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 191 0 4
##
## Value Complete Incomplet Non Fait
## Frequency 128 44 10 9
## Proportion 0.670 0.230 0.052 0.047
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 191 0 9
##
## lowest : LID LID_LIG LIG LM
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG
## Frequency 135 6 2 15 1 15 4 1
## Proportion 0.707 0.031 0.010 0.079 0.005 0.079 0.021 0.005
##
## Value LSG
## Frequency 12
## Proportion 0.063
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 191 0 51
##
## lowest : 01/07/2020 01/09/2021 02/06/2021 03/02/2021
## highest: 29/01/2020 30/06/2021 30/07/2019 30/07/2020 31/03/2021
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 191 0 8
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumatocèle
## highest: Majoration dyspnée Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## (173, 0.906), Exacerbation BPCO (9, 0.047), Autre (2, 0.010), Majoration
## dyspnée (1, 0.005), Pneumatocèle (1, 0.005), Pneumomédiastin (1, 0.005),
## Pneumonie (1, 0.005), Pneumothorax (3, 0.016)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 191 0 14
##
## lowest : 01/04/2021 01/08/2019 03/08/2019 06/04/2022
## highest: 18/02/2020 19/09/2019 19/10/2021 24/08/2019 29/01/2020
##
## (178, 0.932), 01/04/2021 (1, 0.005), 01/08/2019 (1, 0.005), 03/08/2019 (1,
## 0.005), 06/04/2022 (1, 0.005), 08/04/2021 (1, 0.005), 08/09/2021 (1, 0.005),
## 11/01/2019 (1, 0.005), 17/04/2021 (1, 0.005), 18/02/2020 (1, 0.005), 19/09/2019
## (1, 0.005), 19/10/2021 (1, 0.005), 24/08/2019 (1, 0.005), 29/01/2020 (1, 0.005)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 16 175 8 0.954 7.5 11.43
##
## lowest : 0 1 2 3 17, highest: 3 17 27 30 34
##
## Value 0 1 2 3 17 27 30 34
## Frequency 4 5 2 1 1 1 1 1
## Proportion 0.250 0.312 0.125 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 191 0 19
##
## lowest : aerosols AEROSOLS AEROSOLS, a la 2e pose du LID ATB
## highest: passage SI, salbu ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 191 0 8
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Hémoptysie Majoration dyspnée Mort Pneumonie Pneumothorax
##
## (174, 0.911), Exacerbation BPCO (7, 0.037), Autre (1, 0.005), Hémoptysie (1,
## 0.005), Majoration dyspnée (1, 0.005), Mort (2, 0.010), Pneumonie (1, 0.005),
## Pneumothorax (4, 0.021)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 191 0 14
##
## lowest : 01/03/2022 01/10/2019 06/05/2022 07/04/2020
## highest: 17/10/2021 18/09/2020 25/07/2019 27/07/2021 29/06/2019
##
## (178, 0.932), 01/03/2022 (1, 0.005), 01/10/2019 (1, 0.005), 06/05/2022 (1,
## 0.005), 07/04/2020 (1, 0.005), 07/10/2019 (1, 0.005), 09/02/2019 (1, 0.005),
## 09/12/2020 (1, 0.005), 16/06/2021 (1, 0.005), 17/10/2021 (1, 0.005), 18/09/2020
## (1, 0.005), 25/07/2019 (1, 0.005), 27/07/2021 (1, 0.005), 29/06/2019 (1, 0.005)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 13 178 9 0.984 12.62 16.56
##
## lowest : 0 2 3 4 6, highest: 6 7 28 30 48
##
## Value 0 2 3 4 6 7 28 30 48
## Frequency 3 1 1 1 2 1 1 2 1
## Proportion 0.231 0.077 0.077 0.077 0.154 0.077 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 191 0 18
##
## lowest : aerosols AEROSOLS 4SEM AEROSOLS CTC ATB
## highest: O2, atb Pneumothorax, drainé, tamponnade gazeuse avec deces retrait valves SUR GRANULOME, ENDOS SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 41 0.999 1036 392.6 604.5 639.0
## .25 .50 .75 .90 .95
## 802.5 945.0 1200.0 1410.0 1732.0
##
## lowest : 500 520 600 610 630, highest: 1500 1600 1840 1900 2630
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 29 0.998 38.45 13.54 22.00 23.90
## .25 .50 .75 .90 .95
## 30.50 36.00 43.75 56.10 60.00
##
## lowest : 21 22 23 24 25, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 38 0.999 182 305.8 -200.0 -141.0
## .25 .50 .75 .90 .95
## -7.5 180.0 320.0 410.0 505.5
##
## lowest : -390 -320 -200 -150 -140, highest: 400 500 510 520 1830
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 49 142 46 1 2506 788.6 1442 1674
## .25 .50 .75 .90 .95
## 2080 2470 2980 3320 3492
##
## lowest : 1310 1400 1430 1460 1610, highest: 3400 3450 3520 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 49 142 39 0.999 76.96 23.67 46.0 51.0
## .25 .50 .75 .90 .95
## 60.8 78.0 91.0 105.2 107.2
##
## lowest : 38 43 44 49 51, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 48 143 47 1 401.6 678.1 -412.0 -292.0
## .25 .50 .75 .90 .95
## -57.5 295.0 772.5 1226.0 1375.0
##
## lowest : -870 -550 -440 -360 -320, highest: 1240 1310 1410 1610 1760
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 46 1 7668 1636 5600 5874
## .25 .50 .75 .90 .95
## 6452 7520 8788 9804 9901
##
## lowest : 5300 5600 5640 5900 5940, highest: 9840 9890 9910 10140 10400
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 32 0.997 130.3 17.14 111.9 115.8
## .25 .50 .75 .90 .95
## 123.0 130.0 138.5 149.1 152.6
##
## lowest : 43 106 111 113 114, highest: 150 152 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 50 141 45 1 -299.9 681.9 -1111.0 -1014.0
## .25 .50 .75 .90 .95
## -847.5 -220.5 185.0 400.0 498.3
##
## lowest : -1570 -1530 -1120 -1100 -1050, highest: 400 440 546 580 1060
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 47 1 4810 1420 2790 3316
## .25 .50 .75 .90 .95
## 4000 4705 5512 6424 6827
##
## lowest : 2100 2620 2700 2900 3190, highest: 6640 6750 6890 7110 8660
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 42 1 221.1 47.75 164.0 173.0
## .25 .50 .75 .90 .95
## 188.0 217.5 246.0 277.3 298.1
##
## lowest : 137 150 164 173 176, highest: 280 297 299 310 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 48 1 -704.6 1061 -2177.0 -1941.0
## .25 .50 .75 .90 .95
## -1252.5 -605.0 -137.5 312.0 843.5
##
## lowest : -2620 -2380 -2240 -2100 -2040, highest: 420 640 1010 1120 1960
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 38 153 36 1 402 121 242.5 272.7
## .25 .50 .75 .90 .95
## 343.5 409.0 471.8 510.4 585.9
##
## lowest : 180 200 250 265 276, highest: 505 523 579 625 630
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 18 0.992 83.05 6.331 73.85 76.90
## .25 .50 .75 .90 .95
## 79.00 84.00 85.75 90.10 92.00
##
## lowest : 70 71 74 76 77, highest: 88 89 90 91 92
##
## Value 70 71 74 76 77 78 79 80 81 82 83
## Frequency 1 1 1 1 2 1 4 3 1 2 2
## Proportion 0.025 0.025 0.025 0.025 0.050 0.025 0.100 0.075 0.025 0.050 0.050
##
## Value 84 85 88 89 90 91 92
## Frequency 5 6 1 3 2 1 3
## Proportion 0.125 0.150 0.025 0.075 0.050 0.025 0.075
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 12 0.973 6.037 1.983 3.00 3.95
## .25 .50 .75 .90 .95
## 5.00 6.00 8.00 8.00 8.05
##
## lowest : 2.5 3.0 3.5 4.0 4.5, highest: 6.0 7.0 7.5 8.0 9.0
##
## Value 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 1 2 1 2 3 6 1 9 3 1 9
## Proportion 0.025 0.050 0.025 0.050 0.075 0.150 0.025 0.225 0.075 0.025 0.225
##
## Value 9.0
## Frequency 2
## Proportion 0.050
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 40 1 41.83 116.9 -125.90 -53.30
## .25 .50 .75 .90 .95
## -17.75 52.50 89.25 160.50 170.50
##
## lowest : -230 -219 -121 -92 -49, highest: 160 165 170 180 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 41 150 4 0.892 2.098 1.068
##
## Value 1 2 3 4
## Frequency 15 9 15 2
## Proportion 0.366 0.220 0.366 0.049
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 33 0.998 22.62 4.235 16.45 18.45
## .25 .50 .75 .90 .95
## 20.18 22.70 25.00 26.64 29.27
##
## lowest : 14.0 15.2 16.0 17.0 18.0, highest: 27.0 29.0 29.5 31.0 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 39 152 9 0.972 3.923 2.081
##
## lowest : 0 1 2 3 4, highest: 4 5 6 7 8
##
## Value 0 1 2 3 4 5 6 7 8
## Frequency 1 1 8 7 8 5 6 2 1
## Proportion 0.026 0.026 0.205 0.179 0.205 0.128 0.154 0.051 0.026
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 191 0 7
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## (163, 0.853), Exacerbation BPCO (10, 0.052), Douleurs thoraciques (4, 0.021),
## Engluement valve (3, 0.016), Majoration dyspnée (7, 0.037), Pneumonie (2,
## 0.010), Pneumothorax (2, 0.010)
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 191 0 6
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 183 3 1
## Proportion 0.958 0.016 0.005
##
## Value Engluement valve Majoration dyspnée Pneumonie
## Frequency 1 2 1
## Proportion 0.005 0.010 0.005
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 191 0 27
##
## lowest : 1 exa, en rehab // retrait valves ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS AEROSOLS DOMICILE
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 30 161 23 0.998 957 356.7 494.5 500.0
## .25 .50 .75 .90 .95
## 725.0 960.0 1100.0 1303.0 1341.0
##
## lowest : 490 500 600 650 700, highest: 1250 1300 1330 1350 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 18 0.994 35.5 13.78 18.35 19.70
## .25 .50 .75 .90 .95
## 26.75 36.00 41.00 56.00 56.65
##
## lowest : 17 18 19 20 23, highest: 43 48 56 57 59
##
## Value 17 18 19 20 23 26 27 28 30 34 36
## Frequency 1 1 1 1 1 2 1 1 3 1 2
## Proportion 0.036 0.036 0.036 0.036 0.036 0.071 0.036 0.036 0.107 0.036 0.071
##
## Value 38 41 43 48 56 57 59
## Frequency 4 3 1 1 2 1 1
## Proportion 0.143 0.107 0.036 0.036 0.071 0.036 0.036
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 30 161 23 0.998 111.3 259.6 -222.0 -173.0
## .25 .50 .75 .90 .95
## -45.0 125.0 252.5 390.0 412.0
##
## lowest : -500 -240 -200 -170 -110, highest: 350 370 390 430 550
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 2314 597.8 1654 1707
## .25 .50 .75 .90 .95
## 1930 2310 2652 2983 3196
##
## lowest : 1480 1630 1700 1710 1730, highest: 2710 2950 3060 3270 3600
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 24 0.999 71.75 24.61 41.7 45.8
## .25 .50 .75 .90 .95
## 55.0 67.5 84.5 102.5 106.6
##
## lowest : 40 41 43 47 48, highest: 94 101 106 107 108
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 27 1 306 752.9 -796.0 -651.0
## .25 .50 .75 .90 .95
## 17.5 285.0 715.0 1023.0 1127.5
##
## lowest : -1230 -810 -770 -600 -200, highest: 910 1020 1030 1180 2060
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 28 1 7823 1798 5779 6101
## .25 .50 .75 .90 .95
## 6475 7650 8925 9789 10321
##
## lowest : 5150 5730 5870 6200 6310, highest: 9430 9600 10230 10370 10800
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 24 0.999 139.3 27.1 114.0 116.1
## .25 .50 .75 .90 .95
## 123.5 133.5 144.0 155.9 161.2
##
## lowest : 107.0 114.0 117.0 120.0 121.0, highest: 153.7 155.0 158.0 163.0 294.0
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 -228.8 754.1 -1261.5 -1032.0
## .25 .50 .75 .90 .95
## -805.0 -225.0 286.5 575.0 616.5
##
## lowest : -1530 -1370 -1060 -1020 -911, highest: 500 560 610 620 1060
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 5054 1756 3142 3200
## .25 .50 .75 .90 .95
## 3968 4810 6168 6946 7392
##
## lowest : 2860 3110 3200 3300 3570, highest: 6340 6880 7100 7550 8900
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 27 1 221.6 63.19 160.4 164.4
## .25 .50 .75 .90 .95
## 181.2 211.0 259.0 290.8 302.8
##
## lowest : 88 159 163 165 172, highest: 281 289 295 307 334
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 -548.9 1265 -1983.5 -1681.0
## .25 .50 .75 .90 .95
## -1300.0 -490.0 22.5 724.0 825.5
##
## lowest : -2910 -2120 -1730 -1660 -1600, highest: 590 700 780 850 2790
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 21 170 12 0.987 83.67 6.676 77 79
## .25 .50 .75 .90 .95
## 80 82 88 90 92
##
## lowest : 69 77 79 80 81, highest: 88 89 90 92 94
##
## Value 69 77 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 4 3 2 1 3 1 2 1
## Proportion 0.048 0.048 0.048 0.190 0.143 0.095 0.048 0.143 0.048 0.095 0.048
##
## Value 94
## Frequency 1
## Proportion 0.048
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 21 170 21 1 406 168 219 228
## .25 .50 .75 .90 .95
## 339 393 480 588 633
##
## lowest : 28 219 228 285 331, highest: 498 560 588 633 660
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 20 171 7 0.959 7.125 1.934
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 4 3 1 6 2 3
## Proportion 0.05 0.20 0.15 0.05 0.30 0.10 0.15
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 25 166 4 0.813 0.92 1.267
##
## Value 0 1 2 3
## Frequency 14 4 2 5
## Proportion 0.56 0.16 0.08 0.20
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 21 170 21 1 30.62 123.3 -136 -84
## .25 .50 .75 .90 .95
## -72 58 118 159 180
##
## lowest : -155 -136 -84 -80 -77, highest: 120 126 159 180 187
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 22 169 4 0.913 2.227 1.251
##
## Value 1 2 3 4
## Frequency 8 4 7 3
## Proportion 0.364 0.182 0.318 0.136
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 29 162 24 0.998 23.12 5.103 15.92 18.12
## .25 .50 .75 .90 .95
## 20.50 23.00 25.50 29.00 30.20
##
## lowest : 14.0 15.2 17.0 18.4 18.5, highest: 27.0 27.1 29.0 31.0 32.0
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 21 170 8 0.966 4.048 2.829
##
## lowest : 1 2 3 5 6, highest: 5 6 7 8 10
##
## Value 1 2 3 5 6 7 8 10
## Frequency 2 6 4 3 2 2 1 1
## Proportion 0.095 0.286 0.190 0.143 0.095 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 191 0 6
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Exacerbation BPCO Autre Hémoptysie Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 179 6 2
## Proportion 0.937 0.031 0.010
##
## Value Hémoptysie Majoration dyspnée Pneumonie
## Frequency 1 1 2
## Proportion 0.005 0.005 0.010
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 191 0 3
##
## Value Migration valve Pneumothorax
## Frequency 189 1 1
## Proportion 0.990 0.005 0.005
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 135 43 13
## Proportion 0.707 0.225 0.068
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 191 0 4
##
## Value Non retrait complet retrait partiel
## Frequency 135 43 7 6
## Proportion 0.707 0.225 0.037 0.031
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd .05 .10
## 13 178 13 1 8.748 7.3 1.520 1.686
## .25 .50 .75 .90 .95
## 4.330 7.030 13.370 16.924 17.738
##
## lowest : 1.40 1.60 2.03 4.33 5.17, highest: 12.77 13.37 16.50 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.17 5.37 7.03 8.33 12.77 13.37 16.50
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 17.03 18.80
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 191 0 14
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés
## highest: MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------by(total_V4, total_V4$Pose_valves, Hmisc::describe)## total_V4$Pose_valves: Non
## data[x, , drop = FALSE]
##
## 107 Variables 135 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct
## 135 0 2
##
## Value Groupe_1 Groupe_2
## Frequency 24 111
## Proportion 0.178 0.822
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 135 0 133 1 62.57 10.04 48.09 50.21
## .25 .50 .75 .90 .95
## 56.14 63.30 69.54 72.43 77.16
##
## lowest : 44.71 46.38 46.64 46.77 47.17, highest: 77.84 78.00 79.12 81.12 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 135 0 2
##
## Value F H
## Frequency 55 80
## Proportion 0.407 0.593
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 135 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 40 49 23
## Proportion 0.007 0.296 0.363 0.170
##
## Value Ville
## Frequency 22
## Proportion 0.163
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 1 24 110
## Proportion 0.007 0.178 0.815
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 1 38 96
## Proportion 0.007 0.281 0.711
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 135 0 2
##
## Value Non Oui
## Frequency 55 80
## Proportion 0.407 0.593
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 135 0 1 Non
##
## Value Non
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 134 1 4 0.873 1.836 0.915
##
## Value 1 2 3 4
## Frequency 57 47 25 5
## Proportion 0.425 0.351 0.187 0.037
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 135 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 2 10 6 117
## Proportion 0.015 0.074 0.044 0.867
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 2 123 10
## Proportion 0.015 0.911 0.074
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 122 13 34 0.998 1.684 0.09729 1.551 1.580
## .25 .50 .75 .90 .95
## 1.613 1.690 1.750 1.800 1.820
##
## lowest : 1.50 1.51 1.53 1.54 1.55, highest: 1.81 1.82 1.83 1.84 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 122 13 48 0.999 66.25 16.17 44.00 48.10
## .25 .50 .75 .90 .95
## 57.00 65.00 73.75 80.90 89.80
##
## lowest : 38.0 42.0 43.0 44.0 44.1, highest: 97.0 100.0 109.0 119.0 120.0
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 124 11 113 1 23.24 4.946 16.59 18.51
## .25 .50 .75 .90 .95
## 20.05 22.81 25.74 28.10 31.58
##
## lowest : 14.84 15.41 15.44 15.62 15.92, highest: 32.05 33.59 35.15 37.04 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 135 0 4 0.825 3.274 0.7264
##
## Value 1 2 3 4
## Frequency 2 14 64 55
## Proportion 0.015 0.104 0.474 0.407
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 135 0 6
##
## lowest : A A OU B B C , highest: A A OU B B C D
##
## Value A A OU B B C D
## Frequency 3 5 4 79 2 42
## Proportion 0.022 0.037 0.030 0.585 0.015 0.311
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 2 91 42
## Proportion 0.015 0.674 0.311
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 5 119 11
## Proportion 0.037 0.881 0.081
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 123 12 5 0.892 2.683 1.005
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 2 11 34 53 23
## Proportion 0.016 0.089 0.276 0.431 0.187
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 6 18 111
## Proportion 0.044 0.133 0.822
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 3 48 84
## Proportion 0.022 0.356 0.622
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 135 0 4
##
## Value Non
## Frequency 14 9
## Proportion 0.104 0.067
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 111 1
## Proportion 0.822 0.007
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 135 0 4
##
## Value Effort Non Repos
## Frequency 7 25 48 55
## Proportion 0.052 0.185 0.356 0.407
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 135 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 9 11 5 24
## Proportion 0.067 0.081 0.037 0.178
##
## Value Oui
## Frequency 86
## Proportion 0.637
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 135 0 5
##
## lowest : Non Oui RESECTION APICALE SUR PNO SYMPHYSE G POUR PNO
## highest: Non Oui RESECTION APICALE SUR PNO SYMPHYSE G POUR PNO
##
## (1, 0.007), Non (130, 0.963), Oui (2, 0.015), RESECTION APICALE SUR PNO (1,
## 0.007), SYMPHYSE G POUR PNO (1, 0.007)
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 135 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LSD LM_LSG LSD_LSG LSG LSG_LM Pas de cible
##
## (10, 0.074), LID (8, 0.059), LID_LIG (7, 0.052), LIG (10, 0.074), LM (1,
## 0.007), LSD (24, 0.178), LSD LM (6, 0.044), LSD_LSD LM (2, 0.015), LSD_LSD
## LM_LSG (2, 0.015), LSD_LSG (17, 0.126), LSG (10, 0.074), LSG_LM (1, 0.007), Pas
## de cible (37, 0.274)
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 135 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 48 35 16
## Proportion 0.356 0.259 0.119
##
## Value sissures intermediare
## Frequency 36
## Proportion 0.267
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 135 0 12
##
## lowest : LID LID_LIG LIG LM
## highest: LSD LM_LSG LSD_LIG LSD_LSG LSG pas de cible
##
## (32, 0.237), LID (4, 0.030), LID_LIG (4, 0.030), LIG (13, 0.096), LM (1,
## 0.007), LSD (16, 0.119), LSD LM (3, 0.022), LSD LM_LSG (1, 0.007), LSD_LIG (1,
## 0.007), LSD_LSG (18, 0.133), LSG (3, 0.022), pas de cible (39, 0.289)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 21 114 18 0.998 10.93 10.05 1.0 1.3
## .25 .50 .75 .90 .95
## 3.0 10.3 14.5 22.0 24.0
##
## lowest : 1.0 1.3 1.5 2.0 3.0, highest: 15.0 17.0 22.0 24.0 38.0
##
## Value 1.0 1.3 1.5 2.0 3.0 4.0 6.0 9.0 10.0 10.3 11.0
## Frequency 2 1 1 1 1 1 1 1 1 1 2
## Proportion 0.095 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.095
##
## Value 14.0 14.5 15.0 17.0 22.0 24.0 38.0
## Frequency 2 1 1 1 1 1 1
## Proportion 0.095 0.048 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 135 0 3
##
## Value Hètérogène Homogène
## Frequency 47 42 46
## Proportion 0.348 0.311 0.341
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 106 29 90 1 322.4 180.3 48.75 106.50
## .25 .50 .75 .90 .95
## 217.25 336.00 456.50 523.00 551.75
##
## lowest : 0 30 40 42 43, highest: 558 576 585 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 106 29 29 0.998 83.18 8.165 72.00 75.00
## .25 .50 .75 .90 .95
## 79.00 84.00 88.75 91.50 93.00
##
## lowest : 38 62 66 69 71, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 101 34 16 0.986 6.649 2.484 3 4
## .25 .50 .75 .90 .95
## 5 7 8 9 10
##
## lowest : 0.0 1.0 2.0 3.0 3.5, highest: 7.5 8.0 8.5 9.0 10.0
##
## Value 0.0 1.0 2.0 3.0 3.5 4.0 5.0 5.5 6.0 6.5 7.0
## Frequency 1 1 2 4 2 8 12 1 9 5 13
## Proportion 0.010 0.010 0.020 0.040 0.020 0.079 0.119 0.010 0.089 0.050 0.129
##
## Value 7.5 8.0 8.5 9.0 10.0
## Frequency 1 19 4 11 8
## Proportion 0.010 0.188 0.040 0.109 0.079
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd .05 .10
## 104 31 11 0.973 5.615 2.298 2 3
## .25 .50 .75 .90 .95
## 4 6 7 8 9
##
## lowest : 0 1 2 3 4, highest: 6 7 8 9 10
##
## Value 0 1 2 3 4 5 6 7 8 9 10
## Frequency 2 1 4 5 17 21 24 10 10 7 3
## Proportion 0.019 0.010 0.038 0.048 0.163 0.202 0.231 0.096 0.096 0.067 0.029
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 135 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 35 7 19 74
## Proportion 0.259 0.052 0.141 0.548
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 91 44 56 0.999 67.19 11.41 51.5 53.9
## .25 .50 .75 .90 .95
## 62.0 67.9 73.0 79.0 86.0
##
## lowest : 35.0 44.0 45.0 50.4 51.0, highest: 83.0 86.0 88.8 89.0 90.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 95 40 50 0.997 39.29 6.755 31.00 32.00
## .25 .50 .75 .90 .95
## 35.00 38.00 42.35 47.90 49.58
##
## lowest : 28.5 28.7 30.5 31.0 32.0, highest: 50.0 51.0 53.0 57.0 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 119 16 62 0.998 996.8 460.8 500 598
## .25 .50 .75 .90 .95
## 690 900 1200 1612 1885
##
## lowest : 400 430 450 470 490, highest: 2000 2100 2160 2360 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 133 2 50 0.999 35.78 14.54 19.0 21.2
## .25 .50 .75 .90 .95
## 27.0 33.0 42.0 55.8 61.0
##
## lowest : 13 14 15 18 19, highest: 67 68 70 82 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 106 29 75 1 4825 1560 2502 3090
## .25 .50 .75 .90 .95
## 3900 4760 5868 6355 6760
##
## lowest : 1810 1840 1910 2060 2240, highest: 7140 7230 7600 7900 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 135 0 93
##
## lowest : >150 100 128 133 , highest: 391 466 73 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 112 23 83 1 2372 982.6 1243 1400
## .25 .50 .75 .90 .95
## 1730 2205 2905 3700 3894
##
## lowest : 950 1090 1100 1140 1150, highest: 4330 4480 4500 4600 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 115 20 64 0.999 70.77 23.86 40.7 46.4
## .25 .50 .75 .90 .95
## 54.0 68.0 85.0 100.2 109.5
##
## lowest : 35.0 37.5 38.0 39.0 40.0, highest: 108.0 113.0 123.0 124.0 135.0
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 108 27 77 1 7302 2084 4935 5546
## .25 .50 .75 .90 .95
## 6200 7400 8615 9505 9700
##
## lowest : 10 60 1060 1190 4240, highest: 9700 10180 10190 10510 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 112 23 59 0.999 130.8 22.64 92.65 109.00
## .25 .50 .75 .90 .95
## 117.75 132.00 143.25 158.90 162.35
##
## lowest : 69 87 89 90 91, highest: 164 165 169 171 179
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 107 28 46 0.999 62.68 12.92 43.3 50.0
## .25 .50 .75 .90 .95
## 56.0 63.0 71.0 76.0 79.7
##
## lowest : 20 31 35 36 40, highest: 79 80 81 82 86
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 100 35 40 0.998 35.39 13 20.00 22.90
## .25 .50 .75 .90 .95
## 27.00 33.50 41.00 50.10 58.05
##
## lowest : 17 19 20 21 22, highest: 59 60 64 76 89
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 131 4 1 0 0 0
##
## Value 0
## Frequency 131
## Proportion 1
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 135 0 2
##
## Value Incomplet
## Frequency 126 9
## Proportion 0.933 0.067
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct value
## 135 0 1
##
## Value
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Délai.de.survenue.des.complications..jours.
## [2] Délai.de.survenue.des.complications..jours._valve.2
## [3] VEMS_.ml._1
## [4] VEMS_.PCT._1
## [5] Gain_VEMS_1
## [6] CVF_.ml._1
## [7] CVF_.PCT._1
## [8] Gain_CVF_1
## [9] CPT_.ml._1
## [10] CPT_.PCT._1
## [11] Gain_CPT
## [12] VR..ml._1
## [13] VR..PCT._1
## [14] Gain_VR_1
## [15] TM6_.m._1
## [16] TM6_sat_.PCT._1
## [17] TM6_.score.borg._1
## [18] Gain_TM6_1
## [19] mMRC_1
## [20] IMC_1
## [21] BODE.calculé_1
## [22] VEMS_.ml._2
## [23] VEMS_.PCT._2
## [24] Gain_VEMS_2
## [25] CVF_.ml._2
## [26] CVF_.PCT._2
## [27] Gain_CVF_2
## [28] CPT_.ml._2
## [29] CPT_.PCT._2
## [30] Gain_CPT_2
## [31] VR_.ml._2
## [32] VR_.PCT._2
## [33] Gain_VR_2
## [34] TM6_sat_.PCT._2
## [35] TM6_.m._2
## [36] TM6_.score.borg._2
## [37] Calcul_BODE_TM6_2
## [38] Gain.TM6_2
## [39] mMRC_2
## [40] IMC_2
## [41] calcul.bode_2
## [42] delais_retrait_valve_mois
## ------------------------------------------------------------
## total_V4$Pose_valves: Oui
## data[x, , drop = FALSE]
##
## 107 Variables 56 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct
## 56 0 2
##
## Value Groupe_1 Groupe_2
## Frequency 18 38
## Proportion 0.321 0.679
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 56 0 56 1 61.68 7.956 50.25 52.56
## .25 .50 .75 .90 .95
## 57.16 61.66 67.67 70.00 70.99
##
## lowest : 48.83 48.88 49.46 50.51 50.96, highest: 70.39 70.80 71.58 72.26 79.09
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 56 0 2
##
## Value F H
## Frequency 27 29
## Proportion 0.482 0.518
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 56 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 20 11 14 11
## Proportion 0.357 0.196 0.250 0.196
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 9 47
## Proportion 0.161 0.839
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 8 48
## Proportion 0.143 0.857
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 11 45
## Proportion 0.196 0.804
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 56 0 1 Oui
##
## Value Oui
## Frequency 56
## Proportion 1
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 56 0 2
##
## Value actif Sevré
## Frequency 2 54
## Proportion 0.036 0.964
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 48 8
## Proportion 0.857 0.143
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 56 0 28 0.997 1.684 0.09455 1.548 1.570
## .25 .50 .75 .90 .95
## 1.615 1.695 1.750 1.790 1.803
##
## lowest : 1.53 1.54 1.55 1.57 1.58, highest: 1.79 1.80 1.81 1.83 1.85
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 56 0 32 0.998 64.26 15.09 46.50 48.50
## .25 .50 .75 .90 .95
## 53.00 62.50 72.25 80.50 87.00
##
## lowest : 42 45 47 48 49, highest: 80 81 86 90 93
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 56 0 56 1 22.58 4.331 16.36 18.27
## .25 .50 .75 .90 .95
## 20.20 22.41 24.96 27.45 29.39
##
## lowest : 14.20 14.88 16.07 16.46 17.36, highest: 29.07 29.35 29.52 30.11 31.25
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 56 0 3 0.763 3.464 0.5442
##
## Value 2 3 4
## Frequency 1 28 27
## Proportion 0.018 0.500 0.482
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 56 0 2
##
## Value B D
## Frequency 40 16
## Proportion 0.714 0.286
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 41 15
## Proportion 0.732 0.268
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 54 2
## Proportion 0.964 0.036
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 56 0 3 0.833 3.018 0.7448
##
## Value 2 3 4
## Frequency 13 29 14
## Proportion 0.232 0.518 0.250
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 56 0 1 Oui
##
## Value Oui
## Frequency 56
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 15 41
## Proportion 0.268 0.732
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 56 0 1 Oui
##
## Value Oui
## Frequency 56
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 56 0 3
##
## Value Effort Non Repos
## Frequency 18 12 26
## Proportion 0.321 0.214 0.464
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 56 0 3
##
## Value Apres dressage Non Oui
## Frequency 5 10 41
## Proportion 0.089 0.179 0.732
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 56 0 5
##
## lowest : AIRFLOW BULLECTOMIE LSD Non SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
## highest: AIRFLOW BULLECTOMIE LSD Non SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
##
## AIRFLOW (1, 0.018), BULLECTOMIE LSD (1, 0.018), Non (52, 0.929), SEGMENTECTOMIE
## LSD POUR NDUL (1, 0.018), SYMPHYSE G POUR PNO (1, 0.018)
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 56 0 11
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LSD LM_LSG LSD_LM LSD_LSG LSG Pas de cible
##
## LID (3, 0.054), LID_LIG (7, 0.125), LIG (11, 0.196), LM (1, 0.018), LSD (11,
## 0.196), LSD LM (3, 0.054), LSD LM_LSG (2, 0.036), LSD_LM (1, 0.018), LSD_LSG
## (8, 0.143), LSG (8, 0.143), Pas de cible (1, 0.018)
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 56 0 3
##
## Value sissures étanches sissures intermediare
## Frequency 1 41 14
## Proportion 0.018 0.732 0.250
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 56 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LIG LSD_LSG LSD_LSG_LIG_LM LSG pas de cible
##
## (3, 0.054), LID (2, 0.036), LID_LIG (10, 0.179), LIG (9, 0.161), LM (1, 0.018),
## LSD (8, 0.143), LSD LM (3, 0.054), LSD LM_LSG (2, 0.036), LSD_LIG (1, 0.018),
## LSD_LSG (12, 0.214), LSD_LSG_LIG_LM (1, 0.018), LSG (3, 0.054), pas de cible
## (1, 0.018)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 42 14 27 0.998 13.24 9.581 1.020 1.460
## .25 .50 .75 .90 .95
## 7.175 13.000 18.000 22.250 30.825
##
## lowest : 0.0 1.0 1.4 2.0 5.0, highest: 20.0 22.5 27.5 31.0 34.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 56 0 3
##
## Value Hètérogène Homogène
## Frequency 2 31 23
## Proportion 0.036 0.554 0.411
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 48 1 324.4 151.6 95.95 124.50
## .25 .50 .75 .90 .95
## 252.25 321.00 410.00 493.60 542.75
##
## lowest : 60 68 111 120 135, highest: 510 541 546 554 568
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 23 0.997 83.06 7.498 74.00 75.00
## .25 .50 .75 .90 .95
## 79.00 83.00 88.75 91.00 92.00
##
## lowest : 63 72 74 75 76, highest: 90 91 92 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 14 0.979 7.139 1.943 4.325 5.000
## .25 .50 .75 .90 .95
## 6.000 7.250 8.000 9.000 9.675
##
## lowest : 3.0 4.0 4.5 5.0 5.5, highest: 8.0 8.5 9.0 9.5 10.0
##
## Value 3.0 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5
## Frequency 1 2 1 7 1 5 3 7 1 13 2
## Proportion 0.019 0.037 0.019 0.130 0.019 0.093 0.056 0.130 0.019 0.241 0.037
##
## Value 9.0 9.5 10.0
## Frequency 7 1 3
## Proportion 0.130 0.019 0.056
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 54 2 9 0.969 5.981 2.174
##
## lowest : 2 3 4 5 6, highest: 6 7 8 9 10
##
## Value 2 3 4 5 6 7 8 9 10
## Frequency 1 2 9 14 10 6 4 5 3
## Proportion 0.019 0.037 0.167 0.259 0.185 0.111 0.074 0.093 0.056
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 56 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 4 3 9 40
## Proportion 0.071 0.054 0.161 0.714
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 48 8 30 0.996 68.8 8.47 57.00 60.70
## .25 .50 .75 .90 .95
## 65.00 68.55 74.00 77.79 80.65
##
## lowest : 51.0 55.6 57.0 60.0 61.0, highest: 78.0 80.0 81.0 85.4 91.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 50 6 30 0.996 40.6 5.672 32.45 34.00
## .25 .50 .75 .90 .95
## 37.40 41.00 43.00 47.00 49.10
##
## lowest : 30.4 31.1 32.0 33.0 34.0, highest: 47.0 48.0 50.0 54.0 55.8
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 28 0.995 841.1 253.1 515.0 575.0
## .25 .50 .75 .90 .95
## 700.0 820.0 992.5 1120.0 1200.0
##
## lowest : 400 470 530 550 600, highest: 1140 1180 1200 1470 1500
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 34 0.998 31.11 9.969 19.42 20.50
## .25 .50 .75 .90 .95
## 24.00 31.50 36.00 42.00 46.25
##
## lowest : 14.0 16.0 18.0 19.9 20.0, highest: 44.0 46.0 47.0 47.5 57.0
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 44 1 5586 1322 3938 4190
## .25 .50 .75 .90 .95
## 4700 5500 6540 7150 7500
##
## lowest : 3300 3800 3900 3950 4000, highest: 7240 7490 7500 7800 7870
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 56 0 43
##
## lowest : 190 192 200 206 211, highest: 327 332 335 351 400
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 48 1 2133 714.4 1216 1386
## .25 .50 .75 .90 .95
## 1592 2180 2570 2888 3191
##
## lowest : 1020 1100 1190 1230 1350, highest: 3020 3170 3230 3440 3600
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 53 3 37 0.999 63.69 20.63 36.8 41.0
## .25 .50 .75 .90 .95
## 50.0 64.0 77.0 88.2 92.0
##
## lowest : 30 34 35 38 39, highest: 89 90 92 95 100
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 50 0.999 8045 1446 5950 6310
## .25 .50 .75 .90 .95
## 7108 8275 8900 9720 9845
##
## lowest : 5400 5650 5800 6000 6140, highest: 9760 9800 9980 10000 10111
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 37 0.999 137.2 16.38 116.0 121.5
## .25 .50 .75 .90 .95
## 127.0 137.0 146.5 153.5 160.2
##
## lowest : 106.7 108.0 116.0 120.0 121.0, highest: 156.0 158.0 167.0 169.0 184.0
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 27 0.995 70.94 12.09 57.75 61.70
## .25 .50 .75 .90 .95
## 63.00 68.50 76.00 79.00 81.72
##
## lowest : 54.00 57.00 58.00 61.00 61.50, highest: 80.00 81.00 83.88 88.00 172.00
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 51 5 29 0.998 32.35 8.933 20.5 22.8
## .25 .50 .75 .90 .95
## 26.5 32.0 37.0 42.0 45.0
##
## lowest : 18.0 20.0 21.0 22.0 22.8, highest: 42.0 43.0 47.0 50.0 55.0
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 55 1 12 0.977 6.018 2.718 3.0 3.0
## .25 .50 .75 .90 .95
## 4.0 6.0 7.0 9.0 10.3
##
## lowest : 2 3 4 5 6, highest: 9 10 11 12 15
##
## Value 2 3 4 5 6 7 8 9 10 11 12
## Frequency 1 7 9 7 13 5 5 4 1 1 1
## Proportion 0.018 0.127 0.164 0.127 0.236 0.091 0.091 0.073 0.018 0.018 0.018
##
## Value 15
## Frequency 1
## Proportion 0.018
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 56 0 4
##
## Value Complete Incomplet Non Fait
## Frequency 2 44 1 9
## Proportion 0.036 0.786 0.018 0.161
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 56 0 8
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG LSG
## Frequency 6 2 15 1 15 4 1 12
## Proportion 0.107 0.036 0.268 0.018 0.268 0.071 0.018 0.214
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 56 0 50
##
## lowest : 01/07/2020 01/09/2021 02/06/2021 03/02/2021 03/07/2019
## highest: 29/01/2020 30/06/2021 30/07/2019 30/07/2020 31/03/2021
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 56 0 8
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumatocèle
## highest: Majoration dyspnée Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## (38, 0.679), Exacerbation BPCO (9, 0.161), Autre (2, 0.036), Majoration dyspnée
## (1, 0.018), Pneumatocèle (1, 0.018), Pneumomédiastin (1, 0.018), Pneumonie (1,
## 0.018), Pneumothorax (3, 0.054)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 56 0 14
##
## lowest : 01/04/2021 01/08/2019 03/08/2019 06/04/2022
## highest: 18/02/2020 19/09/2019 19/10/2021 24/08/2019 29/01/2020
##
## (43, 0.768), 01/04/2021 (1, 0.018), 01/08/2019 (1, 0.018), 03/08/2019 (1,
## 0.018), 06/04/2022 (1, 0.018), 08/04/2021 (1, 0.018), 08/09/2021 (1, 0.018),
## 11/01/2019 (1, 0.018), 17/04/2021 (1, 0.018), 18/02/2020 (1, 0.018), 19/09/2019
## (1, 0.018), 19/10/2021 (1, 0.018), 24/08/2019 (1, 0.018), 29/01/2020 (1, 0.018)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 16 40 8 0.954 7.5 11.43
##
## lowest : 0 1 2 3 17, highest: 3 17 27 30 34
##
## Value 0 1 2 3 17 27 30 34
## Frequency 4 5 2 1 1 1 1 1
## Proportion 0.250 0.312 0.125 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 56 0 19
##
## lowest : aerosols AEROSOLS AEROSOLS, a la 2e pose du LID ATB
## highest: passage SI, salbu ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 56 0 8
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Hémoptysie Majoration dyspnée Mort Pneumonie Pneumothorax
##
## (39, 0.696), Exacerbation BPCO (7, 0.125), Autre (1, 0.018), Hémoptysie (1,
## 0.018), Majoration dyspnée (1, 0.018), Mort (2, 0.036), Pneumonie (1, 0.018),
## Pneumothorax (4, 0.071)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 56 0 14
##
## lowest : 01/03/2022 01/10/2019 06/05/2022 07/04/2020
## highest: 17/10/2021 18/09/2020 25/07/2019 27/07/2021 29/06/2019
##
## (43, 0.768), 01/03/2022 (1, 0.018), 01/10/2019 (1, 0.018), 06/05/2022 (1,
## 0.018), 07/04/2020 (1, 0.018), 07/10/2019 (1, 0.018), 09/02/2019 (1, 0.018),
## 09/12/2020 (1, 0.018), 16/06/2021 (1, 0.018), 17/10/2021 (1, 0.018), 18/09/2020
## (1, 0.018), 25/07/2019 (1, 0.018), 27/07/2021 (1, 0.018), 29/06/2019 (1, 0.018)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 13 43 9 0.984 12.62 16.56
##
## lowest : 0 2 3 4 6, highest: 6 7 28 30 48
##
## Value 0 2 3 4 6 7 28 30 48
## Frequency 3 1 1 1 2 1 1 2 1
## Proportion 0.231 0.077 0.077 0.077 0.154 0.077 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 56 0 18
##
## lowest : aerosols AEROSOLS 4SEM AEROSOLS CTC ATB
## highest: O2, atb Pneumothorax, drainé, tamponnade gazeuse avec deces retrait valves SUR GRANULOME, ENDOS SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 41 0.999 1036 392.6 604.5 639.0
## .25 .50 .75 .90 .95
## 802.5 945.0 1200.0 1410.0 1732.0
##
## lowest : 500 520 600 610 630, highest: 1500 1600 1840 1900 2630
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 29 0.998 38.45 13.54 22.00 23.90
## .25 .50 .75 .90 .95
## 30.50 36.00 43.75 56.10 60.00
##
## lowest : 21 22 23 24 25, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 38 0.999 182 305.8 -200.0 -141.0
## .25 .50 .75 .90 .95
## -7.5 180.0 320.0 410.0 505.5
##
## lowest : -390 -320 -200 -150 -140, highest: 400 500 510 520 1830
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 49 7 46 1 2506 788.6 1442 1674
## .25 .50 .75 .90 .95
## 2080 2470 2980 3320 3492
##
## lowest : 1310 1400 1430 1460 1610, highest: 3400 3450 3520 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 49 7 39 0.999 76.96 23.67 46.0 51.0
## .25 .50 .75 .90 .95
## 60.8 78.0 91.0 105.2 107.2
##
## lowest : 38 43 44 49 51, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 48 8 47 1 401.6 678.1 -412.0 -292.0
## .25 .50 .75 .90 .95
## -57.5 295.0 772.5 1226.0 1375.0
##
## lowest : -870 -550 -440 -360 -320, highest: 1240 1310 1410 1610 1760
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 46 1 7668 1636 5600 5874
## .25 .50 .75 .90 .95
## 6452 7520 8788 9804 9901
##
## lowest : 5300 5600 5640 5900 5940, highest: 9840 9890 9910 10140 10400
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 32 0.997 130.3 17.14 111.9 115.8
## .25 .50 .75 .90 .95
## 123.0 130.0 138.5 149.1 152.6
##
## lowest : 43 106 111 113 114, highest: 150 152 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 50 6 45 1 -299.9 681.9 -1111.0 -1014.0
## .25 .50 .75 .90 .95
## -847.5 -220.5 185.0 400.0 498.3
##
## lowest : -1570 -1530 -1120 -1100 -1050, highest: 400 440 546 580 1060
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 47 1 4810 1420 2790 3316
## .25 .50 .75 .90 .95
## 4000 4705 5512 6424 6827
##
## lowest : 2100 2620 2700 2900 3190, highest: 6640 6750 6890 7110 8660
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 42 1 221.1 47.75 164.0 173.0
## .25 .50 .75 .90 .95
## 188.0 217.5 246.0 277.3 298.1
##
## lowest : 137 150 164 173 176, highest: 280 297 299 310 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 48 1 -704.6 1061 -2177.0 -1941.0
## .25 .50 .75 .90 .95
## -1252.5 -605.0 -137.5 312.0 843.5
##
## lowest : -2620 -2380 -2240 -2100 -2040, highest: 420 640 1010 1120 1960
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 38 18 36 1 402 121 242.5 272.7
## .25 .50 .75 .90 .95
## 343.5 409.0 471.8 510.4 585.9
##
## lowest : 180 200 250 265 276, highest: 505 523 579 625 630
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 18 0.992 83.05 6.331 73.85 76.90
## .25 .50 .75 .90 .95
## 79.00 84.00 85.75 90.10 92.00
##
## lowest : 70 71 74 76 77, highest: 88 89 90 91 92
##
## Value 70 71 74 76 77 78 79 80 81 82 83
## Frequency 1 1 1 1 2 1 4 3 1 2 2
## Proportion 0.025 0.025 0.025 0.025 0.050 0.025 0.100 0.075 0.025 0.050 0.050
##
## Value 84 85 88 89 90 91 92
## Frequency 5 6 1 3 2 1 3
## Proportion 0.125 0.150 0.025 0.075 0.050 0.025 0.075
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 12 0.973 6.037 1.983 3.00 3.95
## .25 .50 .75 .90 .95
## 5.00 6.00 8.00 8.00 8.05
##
## lowest : 2.5 3.0 3.5 4.0 4.5, highest: 6.0 7.0 7.5 8.0 9.0
##
## Value 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 1 2 1 2 3 6 1 9 3 1 9
## Proportion 0.025 0.050 0.025 0.050 0.075 0.150 0.025 0.225 0.075 0.025 0.225
##
## Value 9.0
## Frequency 2
## Proportion 0.050
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 40 1 41.83 116.9 -125.90 -53.30
## .25 .50 .75 .90 .95
## -17.75 52.50 89.25 160.50 170.50
##
## lowest : -230 -219 -121 -92 -49, highest: 160 165 170 180 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 41 15 4 0.892 2.098 1.068
##
## Value 1 2 3 4
## Frequency 15 9 15 2
## Proportion 0.366 0.220 0.366 0.049
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 33 0.998 22.62 4.235 16.45 18.45
## .25 .50 .75 .90 .95
## 20.18 22.70 25.00 26.64 29.27
##
## lowest : 14.0 15.2 16.0 17.0 18.0, highest: 27.0 29.0 29.5 31.0 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 39 17 9 0.972 3.923 2.081
##
## lowest : 0 1 2 3 4, highest: 4 5 6 7 8
##
## Value 0 1 2 3 4 5 6 7 8
## Frequency 1 1 8 7 8 5 6 2 1
## Proportion 0.026 0.026 0.205 0.179 0.205 0.128 0.154 0.051 0.026
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 56 0 7
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## (28, 0.500), Exacerbation BPCO (10, 0.179), Douleurs thoraciques (4, 0.071),
## Engluement valve (3, 0.054), Majoration dyspnée (7, 0.125), Pneumonie (2,
## 0.036), Pneumothorax (2, 0.036)
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 56 0 6
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 48 3 1
## Proportion 0.857 0.054 0.018
##
## Value Engluement valve Majoration dyspnée Pneumonie
## Frequency 1 2 1
## Proportion 0.018 0.036 0.018
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 56 0 27
##
## lowest : 1 exa, en rehab // retrait valves ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS AEROSOLS DOMICILE
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 30 26 23 0.998 957 356.7 494.5 500.0
## .25 .50 .75 .90 .95
## 725.0 960.0 1100.0 1303.0 1341.0
##
## lowest : 490 500 600 650 700, highest: 1250 1300 1330 1350 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 18 0.994 35.5 13.78 18.35 19.70
## .25 .50 .75 .90 .95
## 26.75 36.00 41.00 56.00 56.65
##
## lowest : 17 18 19 20 23, highest: 43 48 56 57 59
##
## Value 17 18 19 20 23 26 27 28 30 34 36
## Frequency 1 1 1 1 1 2 1 1 3 1 2
## Proportion 0.036 0.036 0.036 0.036 0.036 0.071 0.036 0.036 0.107 0.036 0.071
##
## Value 38 41 43 48 56 57 59
## Frequency 4 3 1 1 2 1 1
## Proportion 0.143 0.107 0.036 0.036 0.071 0.036 0.036
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 30 26 23 0.998 111.3 259.6 -222.0 -173.0
## .25 .50 .75 .90 .95
## -45.0 125.0 252.5 390.0 412.0
##
## lowest : -500 -240 -200 -170 -110, highest: 350 370 390 430 550
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 2314 597.8 1654 1707
## .25 .50 .75 .90 .95
## 1930 2310 2652 2983 3196
##
## lowest : 1480 1630 1700 1710 1730, highest: 2710 2950 3060 3270 3600
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 24 0.999 71.75 24.61 41.7 45.8
## .25 .50 .75 .90 .95
## 55.0 67.5 84.5 102.5 106.6
##
## lowest : 40 41 43 47 48, highest: 94 101 106 107 108
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 27 1 306 752.9 -796.0 -651.0
## .25 .50 .75 .90 .95
## 17.5 285.0 715.0 1023.0 1127.5
##
## lowest : -1230 -810 -770 -600 -200, highest: 910 1020 1030 1180 2060
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 28 1 7823 1798 5779 6101
## .25 .50 .75 .90 .95
## 6475 7650 8925 9789 10321
##
## lowest : 5150 5730 5870 6200 6310, highest: 9430 9600 10230 10370 10800
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 24 0.999 139.3 27.1 114.0 116.1
## .25 .50 .75 .90 .95
## 123.5 133.5 144.0 155.9 161.2
##
## lowest : 107.0 114.0 117.0 120.0 121.0, highest: 153.7 155.0 158.0 163.0 294.0
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 -228.8 754.1 -1261.5 -1032.0
## .25 .50 .75 .90 .95
## -805.0 -225.0 286.5 575.0 616.5
##
## lowest : -1530 -1370 -1060 -1020 -911, highest: 500 560 610 620 1060
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 5054 1756 3142 3200
## .25 .50 .75 .90 .95
## 3968 4810 6168 6946 7392
##
## lowest : 2860 3110 3200 3300 3570, highest: 6340 6880 7100 7550 8900
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 27 1 221.6 63.19 160.4 164.4
## .25 .50 .75 .90 .95
## 181.2 211.0 259.0 290.8 302.8
##
## lowest : 88 159 163 165 172, highest: 281 289 295 307 334
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 -548.9 1265 -1983.5 -1681.0
## .25 .50 .75 .90 .95
## -1300.0 -490.0 22.5 724.0 825.5
##
## lowest : -2910 -2120 -1730 -1660 -1600, highest: 590 700 780 850 2790
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 21 35 12 0.987 83.67 6.676 77 79
## .25 .50 .75 .90 .95
## 80 82 88 90 92
##
## lowest : 69 77 79 80 81, highest: 88 89 90 92 94
##
## Value 69 77 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 4 3 2 1 3 1 2 1
## Proportion 0.048 0.048 0.048 0.190 0.143 0.095 0.048 0.143 0.048 0.095 0.048
##
## Value 94
## Frequency 1
## Proportion 0.048
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 21 35 21 1 406 168 219 228
## .25 .50 .75 .90 .95
## 339 393 480 588 633
##
## lowest : 28 219 228 285 331, highest: 498 560 588 633 660
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 20 36 7 0.959 7.125 1.934
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 4 3 1 6 2 3
## Proportion 0.05 0.20 0.15 0.05 0.30 0.10 0.15
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 25 31 4 0.813 0.92 1.267
##
## Value 0 1 2 3
## Frequency 14 4 2 5
## Proportion 0.56 0.16 0.08 0.20
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 21 35 21 1 30.62 123.3 -136 -84
## .25 .50 .75 .90 .95
## -72 58 118 159 180
##
## lowest : -155 -136 -84 -80 -77, highest: 120 126 159 180 187
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 22 34 4 0.913 2.227 1.251
##
## Value 1 2 3 4
## Frequency 8 4 7 3
## Proportion 0.364 0.182 0.318 0.136
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 29 27 24 0.998 23.12 5.103 15.92 18.12
## .25 .50 .75 .90 .95
## 20.50 23.00 25.50 29.00 30.20
##
## lowest : 14.0 15.2 17.0 18.4 18.5, highest: 27.0 27.1 29.0 31.0 32.0
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 21 35 8 0.966 4.048 2.829
##
## lowest : 1 2 3 5 6, highest: 5 6 7 8 10
##
## Value 1 2 3 5 6 7 8 10
## Frequency 2 6 4 3 2 2 1 1
## Proportion 0.095 0.286 0.190 0.143 0.095 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 56 0 6
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Exacerbation BPCO Autre Hémoptysie Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 44 6 2
## Proportion 0.786 0.107 0.036
##
## Value Hémoptysie Majoration dyspnée Pneumonie
## Frequency 1 1 2
## Proportion 0.018 0.018 0.036
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 56 0 3
##
## Value Migration valve Pneumothorax
## Frequency 54 1 1
## Proportion 0.964 0.018 0.018
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 43 13
## Proportion 0.768 0.232
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 56 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 43 7 6
## Proportion 0.768 0.125 0.107
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd .05 .10
## 13 43 13 1 8.748 7.3 1.520 1.686
## .25 .50 .75 .90 .95
## 4.330 7.030 13.370 16.924 17.738
##
## lowest : 1.40 1.60 2.03 4.33 5.17, highest: 12.77 13.37 16.50 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.17 5.37 7.03 8.33 12.77 13.37 16.50
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 17.03 18.80
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 56 0 14
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés
## highest: MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Nbre.de.raisonby(total_V4, total_V4$Groupe, Hmisc::describe)## total_V4$Groupe: Groupe_1
## data[x, , drop = FALSE]
##
## 107 Variables 42 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 42 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 42
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 42 0 42 1 61.62 9.906 48.86 50.53
## .25 .50 .75 .90 .95
## 54.68 62.62 69.13 71.08 71.57
##
## lowest : 46.38 48.06 48.83 49.46 50.51, highest: 71.11 71.44 71.58 72.46 81.12
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 42 0 2
##
## Value F H
## Frequency 11 31
## Proportion 0.262 0.738
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 42 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 16 11 8 7
## Proportion 0.381 0.262 0.190 0.167
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 5 37
## Proportion 0.119 0.881
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 5 37
## Proportion 0.119 0.881
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 12 30
## Proportion 0.286 0.714
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 24 18
## Proportion 0.571 0.429
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 24 18 4 0.847 1.75 0.9493
##
## Value 1 2 3 4
## Frequency 12 7 4 1
## Proportion 0.500 0.292 0.167 0.042
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 42 0 3
##
## Value actif Non_fumeur Sevré
## Frequency 3 1 38
## Proportion 0.071 0.024 0.905
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 39 3
## Proportion 0.929 0.071
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 41 1 23 0.997 1.713 0.09771 1.55 1.58
## .25 .50 .75 .90 .95
## 1.67 1.72 1.78 1.82 1.82
##
## lowest : 1.51 1.53 1.55 1.58 1.61, highest: 1.79 1.80 1.82 1.83 1.84
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 41 1 26 0.997 67.78 17.11 43 48
## .25 .50 .75 .90 .95
## 59 65 78 86 93
##
## lowest : 42 43 47 48 49, highest: 86 90 93 97 109
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 41 1 39 1 22.98 4.811 18.29 18.42
## .25 .50 .75 .90 .95
## 19.79 22.43 25.25 28.03 29.28
##
## lowest : 14.20 16.46 18.29 18.37 18.42, highest: 28.03 29.07 29.28 29.35 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 42 0 3 0.801 3.286 0.6597
##
## Value 2 3 4
## Frequency 4 22 16
## Proportion 0.095 0.524 0.381
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 42 0 4
##
## Value A B C D
## Frequency 1 29 1 11
## Proportion 0.024 0.690 0.024 0.262
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 30 12
## Proportion 0.714 0.286
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 38 4
## Proportion 0.905 0.095
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 41 1 4 0.844 2.854 0.8415
##
## Value 1 2 3 4
## Frequency 2 10 21 8
## Proportion 0.049 0.244 0.512 0.195
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 4 38
## Proportion 0.095 0.905
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 13 29
## Proportion 0.31 0.69
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 42 0 3
##
## Value Non Oui
## Frequency 2 3 37
## Proportion 0.048 0.071 0.881
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 42 0 4
##
## Value Effort Non Repos
## Frequency 1 12 14 15
## Proportion 0.024 0.286 0.333 0.357
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 42 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 1 3 4 5
## Proportion 0.024 0.071 0.095 0.119
##
## Value Oui
## Frequency 29
## Proportion 0.690
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 42 0 4
##
## Value Non Oui
## Frequency 39 1
## Proportion 0.929 0.024
##
## Value SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
## Frequency 1 1
## Proportion 0.024 0.024
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 42 0 10
##
## lowest : LID LID_LIG LIG LSD LSD LM
## highest: LSD LM_LSG LSD_LM LSD_LSG LSG Pas de cible
##
## Value LID LID_LIG LIG LSD LSD LM
## Frequency 2 2 5 9 4
## Proportion 0.048 0.048 0.119 0.214 0.095
##
## Value LSD LM_LSG LSD_LM LSD_LSG LSG Pas de cible
## Frequency 1 1 5 6 7
## Proportion 0.024 0.024 0.119 0.143 0.167
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 42 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 9 18 1
## Proportion 0.214 0.429 0.024
##
## Value sissures intermediare
## Frequency 14
## Proportion 0.333
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 42 0 10
##
## lowest : LID LID_LIG LIG LSD
## highest: LSD LM LSD_LIG LSD_LSG LSG pas de cible
##
## Value LID LID_LIG LIG LSD
## Frequency 4 2 3 3 9
## Proportion 0.095 0.048 0.071 0.071 0.214
##
## Value LSD LM LSD_LIG LSD_LSG LSG pas de cible
## Frequency 1 1 8 2 9
## Proportion 0.024 0.024 0.190 0.048 0.214
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 12 30 10 0.993 9.15 8.494 1.22 1.40
## .25 .50 .75 .90 .95
## 1.85 8.00 15.00 18.00 18.90
##
## lowest : 1.0 1.4 2.0 5.0 7.0, highest: 9.0 13.0 14.0 18.0 20.0
##
## Value 1.0 1.4 2.0 5.0 7.0 9.0 13.0 14.0 18.0 20.0
## Frequency 1 2 1 1 1 1 1 1 2 1
## Proportion 0.083 0.167 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 42 0 3
##
## Value Hètérogène Homogène
## Frequency 9 17 16
## Proportion 0.214 0.405 0.381
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 37 1 345.3 143.4 133.5 215.2
## .25 .50 .75 .90 .95
## 264.0 325.0 408.5 542.0 559.8
##
## lowest : 120 135 180 224 240, highest: 541 546 558 576 585
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 19 0.996 82.31 8.802 65.7 74.2
## .25 .50 .75 .90 .95
## 77.5 83.0 88.0 91.0 91.4
##
## lowest : 62 63 66 71 75, highest: 87 89 90 91 95
##
## Value 62 63 66 71 75 76 79 80 81 82 83
## Frequency 1 1 1 1 3 3 1 1 2 4 2
## Proportion 0.026 0.026 0.026 0.026 0.077 0.077 0.026 0.026 0.051 0.103 0.051
##
## Value 84 85 86 87 89 90 91 95
## Frequency 2 2 3 2 3 2 3 2
## Proportion 0.051 0.051 0.077 0.051 0.077 0.051 0.077 0.051
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 14 0.982 7.026 2.236 3.45 4.40
## .25 .50 .75 .90 .95
## 6.00 8.00 8.50 9.00 9.00
##
## lowest : 1.0 3.0 3.5 4.0 4.5, highest: 7.5 8.0 8.5 9.0 10.0
##
## Value 1.0 3.0 3.5 4.0 4.5 5.0 6.0 6.5 7.0 7.5 8.0
## Frequency 1 1 1 1 1 4 4 1 4 1 7
## Proportion 0.026 0.026 0.026 0.026 0.026 0.103 0.103 0.026 0.103 0.026 0.179
##
## Value 8.5 9.0 10.0
## Frequency 4 8 1
## Proportion 0.103 0.205 0.026
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 39 3 8 0.928 5.538 1.682
##
## lowest : 2 3 4 5 6, highest: 5 6 7 9 10
##
## Value 2 3 4 5 6 7 9 10
## Frequency 1 2 4 15 9 5 2 1
## Proportion 0.026 0.051 0.103 0.385 0.231 0.128 0.051 0.026
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 42 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 5 3 6 28
## Proportion 0.119 0.071 0.143 0.667
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 33 9 26 0.998 68.79 11.79 51.0 55.4
## .25 .50 .75 .90 .95
## 65.0 68.0 76.0 80.8 85.4
##
## lowest : 45 51 55 57 60, highest: 80 81 83 89 91
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 35 7 22 0.993 39.32 6.109 30.85 34.00
## .25 .50 .75 .90 .95
## 35.85 38.30 41.50 46.20 48.90
##
## lowest : 28.5 30.5 31.0 34.0 34.7, highest: 45.0 47.0 48.0 51.0 57.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 41 1 28 0.997 1015 441.7 590 600
## .25 .50 .75 .90 .95
## 760 900 1200 1550 1790
##
## lowest : 430 530 590 600 630, highest: 1550 1700 1790 2160 2360
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 42 0 27 0.997 33.96 12.45 20.08 23.00
## .25 .50 .75 .90 .95
## 25.25 33.00 37.75 44.00 58.90
##
## lowest : 19.0 19.9 20.0 21.6 23.0, highest: 44.0 57.0 59.0 68.0 70.0
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 41 1 36 1 5298 1493 3500 3650
## .25 .50 .75 .90 .95
## 4300 5310 6110 6800 7230
##
## lowest : 1840 3340 3500 3600 3650, highest: 6800 7060 7230 7490 7870
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 42 0 39
##
## lowest : 149 167 171 180 182, highest: 332 366 385 400 73
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 37 1 2485 982.3 1266 1396
## .25 .50 .75 .90 .95
## 1770 2510 3045 3704 3853
##
## lowest : 1210 1230 1270 1340 1410, highest: 3700 3720 3800 4330 4480
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 37 5 26 0.998 68.47 20.75 40.4 44.6
## .25 .50 .75 .90 .95
## 54.0 70.0 85.0 90.6 93.8
##
## lowest : 37.5 38.0 41.0 47.0 47.6, highest: 88.0 89.0 93.0 97.0 103.0
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 41 1 41 1 7906 1966 5420 6080
## .25 .50 .75 .90 .95
## 7040 8160 9200 9800 10000
##
## lowest : 60 5330 5420 5650 6080, highest: 9800 9980 10000 10180 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 42 0 31 0.999 131.1 18.53 106.8 112.0
## .25 .50 .75 .90 .95
## 121.0 133.0 141.8 150.9 152.0
##
## lowest : 87.0 105.0 106.7 108.0 112.0, highest: 150.0 151.0 152.0 156.0 159.0
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 40 2 31 0.997 65.29 11.97 47.75 54.50
## .25 .50 .75 .90 .95
## 60.75 63.50 72.08 79.10 81.14
##
## lowest : 35.00 43.00 48.00 50.00 55.00, highest: 79.00 80.00 81.00 83.88 86.00
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 37 5 21 0.996 33.35 7.465 23.8 26.6
## .25 .50 .75 .90 .95
## 29.0 33.0 37.0 41.4 45.4
##
## lowest : 22 23 24 26 27, highest: 41 42 45 47 55
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 42 0 7 0.809 2.952 3.868
##
## lowest : 0 5 6 7 8, highest: 6 7 8 9 15
##
## Value 0 5 6 7 8 9 15
## Frequency 24 5 6 2 2 2 1
## Proportion 0.571 0.119 0.143 0.048 0.048 0.048 0.024
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 42 0 4
##
## Value Complete Incomplet Non Fait
## Frequency 20 8 5 9
## Proportion 0.476 0.190 0.119 0.214
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 42 0 7
##
## lowest : LID LID_LIG LIG LSD
## highest: LID_LIG LIG LSD LSD LM LSG
##
## Value LID LID_LIG LIG LSD LSD LM LSG
## Frequency 24 1 1 5 3 2 6
## Proportion 0.571 0.024 0.024 0.119 0.071 0.048 0.143
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 42 0 17
##
## lowest : 03/02/2021 03/07/2019 05/06/2019 09/01/2019
## highest: 25/06/2019 26/03/2019 27/02/2019 29/01/2019 30/07/2019
##
## (24, 0.571), 03/02/2021 (1, 0.024), 03/07/2019 (1, 0.024), 05/06/2019 (1,
## 0.024), 09/01/2019 (1, 0.024), 09/10/2019 (1, 0.024), 11/09/2019 (1, 0.024),
## 12/06/2019 (1, 0.024), 13/02/2019 (1, 0.024), 14/05/2019 (1, 0.024), 14/12/2018
## (2, 0.048), 21/06/2019 (1, 0.024), 25/06/2019 (1, 0.024), 26/03/2019 (1,
## 0.024), 27/02/2019 (1, 0.024), 29/01/2019 (1, 0.024), 30/07/2019 (2, 0.048)
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 42 0 4
##
## Value Exacerbation BPCO Autre
## Frequency 36 4 1
## Proportion 0.857 0.095 0.024
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 42 0 4
##
## Value 01/08/2019 03/08/2019 11/01/2019
## Frequency 39 1 1 1
## Proportion 0.929 0.024 0.024 0.024
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 4 38 3 0.9 14.75 18.83
##
## Value 1 27 30
## Frequency 2 1 1
## Proportion 0.50 0.25 0.25
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 42 0 7
##
## lowest : aerosols AEROSOLS, a la 2e pose du LID Décompensation avec part cardiaque : furo atb ctc aerosols EMBOLIE PULM
## highest: AEROSOLS, a la 2e pose du LID Décompensation avec part cardiaque : furo atb ctc aerosols EMBOLIE PULM passage SI, salbu USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 42 0 7
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Autre Hémoptysie Majoration dyspnée Pneumonie Pneumothorax
##
## (34, 0.810), Exacerbation BPCO (3, 0.071), Autre (1, 0.024), Hémoptysie (1,
## 0.024), Majoration dyspnée (1, 0.024), Pneumonie (1, 0.024), Pneumothorax (1,
## 0.024)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 42 0 7
##
## lowest : 01/10/2019 07/04/2020 07/10/2019 09/02/2019
## highest: 07/04/2020 07/10/2019 09/02/2019 25/07/2019 29/06/2019
##
## Value 01/10/2019 07/04/2020 07/10/2019 09/02/2019 25/07/2019
## Frequency 36 1 1 1 1 1
## Proportion 0.857 0.024 0.024 0.024 0.024 0.024
##
## Value 29/06/2019
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 6 36 6 1 14.67 21.33
##
## lowest : 0 2 4 6 28, highest: 2 4 6 28 48
##
## Value 0 2 4 6 28 48
## Frequency 1 1 1 1 1 1
## Proportion 0.167 0.167 0.167 0.167 0.167 0.167
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 42 0 9
##
## lowest : aerosols AEROSOLS 4SEM ATB DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE
## highest: DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE FIEVRE, ATB PROLONGEE O2, atb retrait valves SUR GRANULOME, ENDOS
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 1091 514.3 584 654
## .25 .50 .75 .90 .95
## 800 900 1220 1516 1998
##
## lowest : 520 600 690 790 800, highest: 1220 1240 1300 1840 2630
##
## Value 520 600 690 790 800 820 890 900 1040 1160 1200
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 1220 1240 1300 1840 2630
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 14 0.996 35.09 12.02 21.8 22.0
## .25 .50 .75 .90 .95
## 27.6 36.0 42.0 45.0 50.4
##
## lowest : 21.0 22.0 23.0 27.6 29.0, highest: 40.0 42.0 43.0 48.0 60.0
##
## Value 21.0 22.0 23.0 27.6 29.0 33.0 34.0 36.0 38.0 40.0 42.0
## Frequency 1 2 1 1 1 1 1 2 1 1 2
## Proportion 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.118
##
## Value 43.0 48.0 60.0
## Frequency 1 1 1
## Proportion 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 218.8 456.8 -224 -146
## .25 .50 .75 .90 .95
## -10 100 370 514 782
##
## lowest : -320 -200 -110 -60 -10, highest: 370 390 510 520 1830
##
## Value -320 -200 -110 -60 -10 0 20 60 100 230 290
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 370 390 510 520 1830
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 2561 750.3 1662 1750
## .25 .50 .75 .90 .95
## 2230 2500 3160 3340 3424
##
## lowest : 1430 1720 1770 1800 2230, highest: 3160 3170 3300 3400 3520
##
## Value 1430 1720 1770 1800 2230 2350 2470 2500 2630 2840 2900
## Frequency 1 1 1 1 1 2 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059
##
## Value 3160 3170 3300 3400 3520
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 68.41 15.37 48.00 50.20
## .25 .50 .75 .90 .95
## 60.80 69.00 79.00 81.32 84.12
##
## lowest : 44.0 49.0 51.0 59.5 60.8, highest: 79.0 80.0 80.6 82.4 91.0
##
## Value 44.0 49.0 51.0 59.5 60.8 61.0 63.0 66.0 69.0 73.0 76.6
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 77.0 79.0 80.0 80.6 82.4 91.0
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 16 26 16 1 269.4 640.2 -487.5 -295.0
## .25 .50 .75 .90 .95
## 12.5 175.0 677.5 965.0 1077.5
##
## lowest : -870 -360 -230 -160 70, highest: 670 700 930 1000 1310
##
## Value -870 -360 -230 -160 70 120 130 140 210 290 360
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 670 700 930 1000 1310
## Frequency 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 8291 1567 6344 6742
## .25 .50 .75 .90 .95
## 7330 8420 9100 9990 10192
##
## lowest : 5640 6520 6890 6900 7330, highest: 9020 9100 9890 10140 10400
##
## Value 5640 6520 6890 6900 7330 7340 8200 8280 8420 8870 8910
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 9020 9100 9890 10140 10400
## Frequency 1 2 1 1 1
## Proportion 0.059 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 15 0.998 130.4 13.58 112.4 115.2
## .25 .50 .75 .90 .95
## 124.0 133.0 137.0 142.0 145.3
##
## lowest : 106.0 114.0 116.0 123.0 124.0, highest: 136.0 137.0 141.0 143.6 152.0
##
## Value 106.0 114.0 116.0 123.0 124.0 128.0 129.0 133.0 134.0 135.5 136.0
## Frequency 1 1 1 1 2 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 137.0 141.0 143.6 152.0
## Frequency 1 2 1 1
## Proportion 0.059 0.118 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 -76.71 719.3 -1082.0 -922.0
## .25 .50 .75 .90 .95
## -320.0 140.0 260.0 458.4 648.8
##
## lowest : -1530 -970 -890 -880 -320, highest: 260 380 400 546 1060
##
## Value -1530 -970 -890 -880 -320 -50 -10 40 140 150 170
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 200 260 380 400 546 1060
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 5609 1448 4166 4384
## .25 .50 .75 .90 .95
## 4600 5540 6400 6894 7420
##
## lowest : 3870 4240 4480 4490 4600, highest: 6400 6640 6750 7110 8660
##
## Value 3870 4240 4480 4490 4600 4670 4680 4960 5540 5900 6160
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 6200 6400 6640 6750 7110 8660
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 239.5 48.56 180.2 182.6
## .25 .50 .75 .90 .95
## 217.0 234.0 262.0 297.8 301.2
##
## lowest : 173 182 183 208 217, highest: 262 280 297 299 310
##
## Value 173 182 183 208 217 221 228 232 234 253 258
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 262 280 297 299 310
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 -249.4 1315 -1812 -1622
## .25 .50 .75 .90 .95
## -1110 -160 420 1054 1288
##
## lowest : -2380 -1670 -1590 -1430 -1110, highest: 420 640 1010 1120 1960
##
## Value -2380 -1670 -1590 -1430 -1110 -470 -360 -330 -160 -130 -60
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 300 420 640 1010 1120 1960
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 13 29 13 1 360.2 132.2 230.0 253.0
## .25 .50 .75 .90 .95
## 278.0 343.0 420.0 489.4 552.0
##
## lowest : 200 250 265 278 309, highest: 380 420 447 500 630
##
## Value 200 250 265 278 309 315 343 345 380 420 447
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 500 630
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 28 13 0.998 83.64 7.33 75.30 76.30
## .25 .50 .75 .90 .95
## 78.25 83.50 89.00 90.70 91.35
##
## lowest : 74 76 77 78 79, highest: 88 89 90 91 92
##
## Value 74 76 77 78 79 81 82 85 88 89 90
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071
##
## Value 91 92
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd
## 14 28 5 0.91 6.893 2.038
##
## lowest : 2.5 5.0 6.0 8.0 9.0, highest: 2.5 5.0 6.0 8.0 9.0
##
## Value 2.5 5.0 6.0 8.0 9.0
## Frequency 1 2 3 6 2
## Proportion 0.071 0.143 0.214 0.429 0.143
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 14 28 14 1 12 104.9 -155.30 -95.80
## .25 .50 .75 .90 .95
## -14.00 23.50 64.25 88.90 122.15
##
## lowest : -219 -121 -37 -20 4, highest: 50 69 84 91 180
##
## Value -219 -121 -37 -20 4 7 21 26 33 50 69
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 84 91 180
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 16 26 4 0.891 2.125 1.15
##
## Value 1 2 3 4
## Frequency 6 3 6 1
## Proportion 0.375 0.188 0.375 0.062
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 15 0.998 22.89 5.196 14.96 17.18
## .25 .50 .75 .90 .95
## 21.00 24.00 25.00 27.80 29.40
##
## lowest : 14.0 15.2 18.5 19.8 21.0, highest: 25.0 26.6 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 19.8 21.0 21.1 21.5 22.0 24.0 24.5 25.0
## Frequency 1 1 1 1 1 1 1 1 2 1 2
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.118
##
## Value 26.6 27.0 29.0 31.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 14 28 6 0.952 4.5 2.011
##
## lowest : 2 3 4 5 6, highest: 3 4 5 6 8
##
## Value 2 3 4 5 6 8
## Frequency 2 2 4 1 4 1
## Proportion 0.143 0.143 0.286 0.071 0.286 0.071
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 42 0 4
##
## Value Exacerbation BPCO Engluement valve
## Frequency 33 6 2
## Proportion 0.786 0.143 0.048
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 42 0 2
##
## Value Majoration dyspnée
## Frequency 41 1
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 42 0 10
##
## lowest : 1 exa, en rehab // retrait valves AEROSOLS DOMICILE atb au domicile, multiples exacerbation chez un patient colo à achromo consult
## highest: CTC ATB, PLUSIEURS EXA Fibro apsi HOSPIT ATB CTC AEROSOLS X2 + AJOUT AZITHRO mauvais tlvr, chgt de 2 valves disfonctionnelles : atelectasie retrouvée Retrait 3 valves lingula
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 12 30 12 1 950.8 449.5 495.5 510.0
## .25 .50 .75 .90 .95
## 637.5 1000.0 1092.5 1280.0 1570.0
##
## lowest : 490 500 600 650 700, highest: 1080 1090 1100 1300 1900
##
## Value 490 500 600 650 700 940 1060 1080 1090 1100 1300
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083
##
## Value 1900
## Frequency 1
## Proportion 0.083
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd
## 11 31 8 0.977 30.36 11.89
##
## lowest : 17 19 20 23 30, highest: 23 30 38 41 48
##
## Value 17 19 20 23 30 38 41 48
## Frequency 1 1 1 1 3 2 1 1
## Proportion 0.091 0.091 0.091 0.091 0.273 0.182 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 12 30 11 0.997 78.33 384.2 -357.0 -236.0
## .25 .50 .75 .90 .95
## -132.5 35.0 390.0 426.0 484.0
##
## lowest : -500 -240 -200 -110 -100, highest: 70 260 390 430 550
##
## Value -500 -240 -200 -110 -100 0 70 260 390 430 550
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083 0.083
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 2282 747.6 1665 1700
## .25 .50 .75 .90 .95
## 1720 2140 2555 3270 3435
##
## lowest : 1630 1700 1710 1730 2060, highest: 2150 2400 2710 3270 3600
##
## Value 1630 1700 1710 1730 2060 2140 2150 2400 2710 3270 3600
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 59.73 15.38 43.5 47.0
## .25 .50 .75 .90 .95
## 50.0 58.0 67.5 74.0 78.5
##
## lowest : 40 47 48 52 55, highest: 65 67 68 74 83
##
## Value 40 47 48 52 55 58 65 67 68 74 83
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 197.3 1117 -1020 -810
## .25 .50 .75 .90 .95
## -430 250 640 1180 1620
##
## lowest : -1230 -810 -770 -90 -20, highest: 320 370 910 1180 2060
##
## Value -1230 -810 -770 -90 -20 250 320 370 910 1180 2060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 8359 1895 5965 6200
## .25 .50 .75 .90 .95
## 7515 8560 9250 10370 10585
##
## lowest : 5730 6200 7430 7600 7900, highest: 8860 8900 9600 10370 10800
##
## Value 5730 6200 7430 7600 7900 8560 8860 8900 9600 10370 10800
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 10 0.995 142.4 44.28 110.5 114.0
## .25 .50 .75 .90 .95
## 117.0 130.0 138.5 153.7 223.8
##
## lowest : 107.0 114.0 120.0 124.0 130.0, highest: 133.0 134.0 143.0 153.7 294.0
##
## Value 107.0 114.0 120.0 124.0 130.0 133.0 134.0 143.0 153.7 294.0
## Frequency 1 2 1 1 1 1 1 1 1 1
## Proportion 0.091 0.182 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 -66.73 807.7 -945 -870
## .25 .50 .75 .90 .95
## -610 20 433 610 835
##
## lowest : -1020 -870 -820 -400 -260, highest: 80 306 560 610 1060
##
## Value -1020 -870 -820 -400 -260 20 80 306 560 610 1060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 5633 1988 3845 4090
## .25 .50 .75 .90 .95
## 4175 5500 6610 7550 8225
##
## lowest : 3600 4090 4150 4200 4450, highest: 6300 6340 6880 7550 8900
##
## Value 3600 4090 4150 4200 4450 5500 6300 6340 6880 7550 8900
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 240 63.64 180.5 182.0
## .25 .50 .75 .90 .95
## 191.0 245.0 282.0 295.0 314.5
##
## lowest : 179 182 189 193 200, highest: 259 275 289 295 334
##
## Value 179 182 189 193 200 245 259 275 289 295 334
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 -231.8 1758 -2185 -1460
## .25 .50 .75 .90 .95
## -1135 -180 740 850 1820
##
## lowest : -2910 -1460 -1300 -970 -940, highest: 90 700 780 850 2790
##
## Value -2910 -1460 -1300 -970 -940 -180 90 700 780 850 2790
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd
## 8 34 6 0.952 83 6.286
##
## lowest : 77 80 81 82 90, highest: 80 81 82 90 94
##
## Value 77 80 81 82 90 94
## Frequency 1 3 1 1 1 1
## Proportion 0.125 0.375 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd
## 8 34 8 1 389.1 154.8
##
## lowest : 219 285 331 339 360, highest: 339 360 448 498 633
##
## Value 219 285 331 339 360 448 498 633
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 8 34 4 0.929 7.188 2.089
##
## Value 5.0 8.0 8.5 9.0
## Frequency 3 2 1 2
## Proportion 0.375 0.250 0.125 0.250
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 10 32 4 0.909 1.1 1.356
##
## Value 0 1 2 3
## Frequency 4 3 1 2
## Proportion 0.4 0.3 0.1 0.2
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd
## 8 34 8 1 19.5 118.4
##
## lowest : -136 -80 -33 -27 87, highest: -27 87 107 118 120
##
## Value -136 -80 -33 -27 87 107 118 120
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 9 33 4 0.9 2.667 1.278
##
## Value 1 2 3 4
## Frequency 2 1 4 2
## Proportion 0.222 0.111 0.444 0.222
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 10 0.995 22.99 6.375 14.60 15.20
## .25 .50 .75 .90 .95
## 20.10 23.00 26.25 29.00 30.00
##
## lowest : 14.0 15.2 18.5 21.7 23.0, highest: 25.0 25.5 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 21.7 23.0 25.0 25.5 27.0 29.0 31.0
## Frequency 1 1 1 1 2 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.182 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 8 34 5 0.964 4.625 2.536
##
## lowest : 2 3 5 6 8, highest: 2 3 5 6 8
##
## Value 2 3 5 6 8
## Frequency 2 1 2 2 1
## Proportion 0.250 0.125 0.250 0.250 0.125
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 42 0 3
##
## Value Exacerbation BPCO Hémoptysie
## Frequency 36 5 1
## Proportion 0.857 0.119 0.024
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 42 0 2
##
## Value Migration valve
## Frequency 41 1
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 42 0 3
##
## Value Non Oui
## Frequency 24 14 4
## Proportion 0.571 0.333 0.095
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 42 0 4
##
## Value Non retrait complet retrait partiel
## Frequency 24 14 3 1
## Proportion 0.571 0.333 0.071 0.024
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 4 38 4 1 10.69 6.405
##
## Value 5.17 8.33 12.77 16.50
## Frequency 1 1 1 1
## Proportion 0.25 0.25 0.25 0.25
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 42 0 5
##
## lowest : DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## highest: DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## --------------------------------------------------------------------------------
## ------------------------------------------------------------
## total_V4$Groupe: Groupe_2
## data[x, , drop = FALSE]
##
## 107 Variables 149 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 149 0 1 Groupe_2
##
## Value Groupe_2
## Frequency 149
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 149 0 144 1 62.5 9.313 48.39 51.29
## .25 .50 .75 .90 .95
## 57.27 62.95 68.06 71.97 76.94
##
## lowest : 44.71 46.64 46.77 47.17 47.60, highest: 77.84 78.00 79.09 79.12 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 149 0 2
##
## Value F H
## Frequency 71 78
## Proportion 0.477 0.523
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 149 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 44 49 29
## Proportion 0.007 0.295 0.329 0.195
##
## Value Ville
## Frequency 26
## Proportion 0.174
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 1 28 120
## Proportion 0.007 0.188 0.805
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 1 41 107
## Proportion 0.007 0.275 0.718
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 149 0 2
##
## Value Non Oui
## Frequency 54 95
## Proportion 0.362 0.638
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct
## 149 0 2
##
## Value Non Oui
## Frequency 111 38
## Proportion 0.745 0.255
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 110 39 4 0.877 1.855 0.9131
##
## Value 1 2 3 4
## Frequency 45 40 21 4
## Proportion 0.409 0.364 0.191 0.036
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 149 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 2 9 5 133
## Proportion 0.013 0.060 0.034 0.893
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 2 132 15
## Proportion 0.013 0.886 0.101
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 137 12 33 0.998 1.675 0.09281 1.550 1.576
## .25 .50 .75 .90 .95
## 1.600 1.680 1.730 1.790 1.800
##
## lowest : 1.50 1.53 1.54 1.55 1.57, highest: 1.81 1.83 1.84 1.85 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 137 12 50 0.998 64.98 15.42 44.08 48.60
## .25 .50 .75 .90 .95
## 54.80 64.00 73.00 80.00 86.00
##
## lowest : 38.0 42.0 43.0 44.0 44.1, highest: 86.0 90.0 100.0 119.0 120.0
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 139 10 128 1 23.05 4.747 16.46 18.10
## .25 .50 .75 .90 .95
## 20.14 22.79 25.63 28.05 31.22
##
## lowest : 14.84 14.88 15.41 15.44 15.62, highest: 31.92 32.05 33.59 35.15 37.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 149 0 4 0.809 3.342 0.6838
##
## Value 1 2 3 4
## Frequency 2 11 70 66
## Proportion 0.013 0.074 0.470 0.443
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 149 0 6
##
## lowest : A A OU B B C , highest: A A OU B B C D
##
## Value A A OU B B C D
## Frequency 3 4 4 90 1 47
## Proportion 0.020 0.027 0.027 0.604 0.007 0.315
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 2 102 45
## Proportion 0.013 0.685 0.302
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 5 135 9
## Proportion 0.034 0.906 0.060
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 138 11 5 0.885 2.768 0.9679
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 2 9 37 61 29
## Proportion 0.014 0.065 0.268 0.442 0.210
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 6 14 129
## Proportion 0.040 0.094 0.866
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 3 50 96
## Proportion 0.020 0.336 0.644
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 149 0 4
##
## Value Non
## Frequency 12 6
## Proportion 0.081 0.040
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 130 1
## Proportion 0.872 0.007
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 149 0 4
##
## Value Effort Non Repos
## Frequency 6 31 46 66
## Proportion 0.040 0.208 0.309 0.443
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 149 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 8 8 6 29
## Proportion 0.054 0.054 0.040 0.195
##
## Value Oui
## Frequency 98
## Proportion 0.658
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 149 0 7
##
## lowest : AIRFLOW BULLECTOMIE LSD Non Oui
## highest: BULLECTOMIE LSD Non Oui RESECTION APICALE SUR PNO SYMPHYSE G POUR PNO
##
## (1, 0.007), AIRFLOW (1, 0.007), BULLECTOMIE LSD (1, 0.007), Non (143, 0.960),
## Oui (1, 0.007), RESECTION APICALE SUR PNO (1, 0.007), SYMPHYSE G POUR PNO (1,
## 0.007)
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 149 0 14
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LSD LM_LSG LSD_LSG LSG LSG_LM Pas de cible
##
## (10, 0.067), LID (9, 0.060), LID_LIG (12, 0.081), LIG (16, 0.107), LM (2,
## 0.013), LSD (26, 0.174), LSD LM (5, 0.034), LSD LM_LSG (1, 0.007), LSD_LSD LM
## (2, 0.013), LSD_LSD LM_LSG (2, 0.013), LSD_LSG (20, 0.134), LSG (12, 0.081),
## LSG_LM (1, 0.007), Pas de cible (31, 0.208)
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 149 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 40 58 15
## Proportion 0.268 0.389 0.101
##
## Value sissures intermediare
## Frequency 36
## Proportion 0.242
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 149 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LIG LSD_LSG LSD_LSG_LIG_LM LSG pas de cible
##
## (31, 0.208), LID (4, 0.027), LID_LIG (11, 0.074), LIG (19, 0.128), LM (2,
## 0.013), LSD (15, 0.101), LSD LM (5, 0.034), LSD LM_LSG (3, 0.020), LSD_LIG (1,
## 0.007), LSD_LSG (22, 0.148), LSD_LSG_LIG_LM (1, 0.007), LSG (4, 0.027), pas de
## cible (31, 0.208)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 51 98 34 0.998 13.25 9.965 1.00 1.50
## .25 .50 .75 .90 .95
## 7.35 12.00 17.50 24.00 31.00
##
## lowest : 0.0 1.0 1.3 1.5 2.0, highest: 24.0 27.5 31.0 34.0 38.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 149 0 3
##
## Value Hètérogène Homogène
## Frequency 40 56 53
## Proportion 0.268 0.376 0.356
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 121 28 96 1 315.9 177.7 60 95
## .25 .50 .75 .90 .95
## 198 336 446 507 540
##
## lowest : 0 30 40 42 43, highest: 545 554 568 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 121 28 26 0.998 83.4 7.643 74 76
## .25 .50 .75 .90 .95
## 79 84 89 92 93
##
## lowest : 38 69 72 73 74, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 116 33 16 0.983 6.75 2.323 3 4
## .25 .50 .75 .90 .95
## 5 7 8 9 10
##
## lowest : 0.0 2.0 3.0 3.5 4.0, highest: 8.0 8.5 9.0 9.5 10.0
##
## Value 0.0 2.0 3.0 3.5 4.0 5.0 5.5 6.0 6.5 7.0 7.5
## Frequency 1 2 4 1 9 15 2 10 7 16 1
## Proportion 0.009 0.017 0.034 0.009 0.078 0.129 0.017 0.086 0.060 0.138 0.009
##
## Value 8.0 8.5 9.0 9.5 10.0
## Frequency 25 2 10 1 10
## Proportion 0.216 0.017 0.086 0.009 0.086
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd .05 .10
## 119 30 11 0.977 5.807 2.414 2.0 3.8
## .25 .50 .75 .90 .95
## 4.0 6.0 7.0 9.0 9.0
##
## lowest : 0 1 2 3 4, highest: 6 7 8 9 10
##
## Value 0 1 2 3 4 5 6 7 8 9 10
## Frequency 2 1 4 5 22 20 25 11 14 10 5
## Proportion 0.017 0.008 0.034 0.042 0.185 0.168 0.210 0.092 0.118 0.084 0.042
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 149 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 34 7 22 86
## Proportion 0.228 0.047 0.148 0.577
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 106 43 60 0.999 67.42 10 53.00 55.80
## .25 .50 .75 .90 .95
## 62.00 68.00 73.00 77.85 84.55
##
## lowest : 35.0 44.0 50.4 52.0 52.9, highest: 82.0 85.4 86.0 88.8 90.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 110 39 53 0.998 39.88 6.603 31.51 32.90
## .25 .50 .75 .90 .95
## 36.65 38.85 43.00 47.65 49.73
##
## lowest : 28.7 30.4 31.0 31.1 32.0, highest: 50.0 53.0 54.0 55.8 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 134 15 60 0.998 926.1 390.1 496.5 569.0
## .25 .50 .75 .90 .95
## 700.0 840.0 1100.0 1414.0 1735.0
##
## lowest : 400 450 470 490 500, highest: 1880 1930 2000 2100 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 147 2 53 0.999 34.52 13.62 18.3 20.6
## .25 .50 .75 .90 .95
## 27.0 32.0 42.0 49.0 57.0
##
## lowest : 13 14 15 16 18, highest: 64 65 67 82 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 121 28 84 1 5018 1540 2750 3300
## .25 .50 .75 .90 .95
## 4200 5000 5900 6680 7240
##
## lowest : 1810 1910 2060 2240 2430, highest: 7500 7600 7800 7900 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 149 0 94
##
## lowest : >150 100 128 133 , highest: 374 391 466 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 127 22 93 1 2236 869.7 1162 1392
## .25 .50 .75 .90 .95
## 1685 2121 2630 3274 3707
##
## lowest : 950 1020 1090 1100 1140, highest: 3890 3900 4500 4600 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 131 18 67 1 68.55 23.69 39 45
## .25 .50 .75 .90 .95
## 52 67 81 97 108
##
## lowest : 30 34 35 38 39, highest: 108 113 123 124 135
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 123 26 84 1 7438 1864 5162 5688
## .25 .50 .75 .90 .95
## 6300 7460 8695 9380 9691
##
## lowest : 10 1060 1190 4240 4900, highest: 9700 10111 10190 10510 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 126 23 64 0.999 133.6 21.63 97.75 114.00
## .25 .50 .75 .90 .95
## 122.00 134.00 145.00 159.50 165.00
##
## lowest : 69 87 89 90 91, highest: 167 169 171 179 184
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 123 26 44 0.999 65.59 13.57 48.2 52.0
## .25 .50 .75 .90 .95
## 58.0 65.0 73.5 77.0 79.9
##
## lowest : 20 31 36 40 44, highest: 80 81 82 88 172
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 114 35 43 0.999 34.69 12.93 20.00 21.30
## .25 .50 .75 .90 .95
## 26.00 33.50 40.75 49.70 57.28
##
## lowest : 17 18 19 20 21, highest: 59 60 64 76 89
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 144 5 12 0.589 1.438 2.33 0.00 0.00
## .25 .50 .75 .90 .95
## 0.00 0.00 2.25 6.00 7.85
##
## lowest : 0 2 3 4 5, highest: 8 9 10 11 12
##
## Value 0 2 3 4 5 6 7 8 9 10 11
## Frequency 107 1 7 9 2 7 3 3 2 1 1
## Proportion 0.743 0.007 0.049 0.062 0.014 0.049 0.021 0.021 0.014 0.007 0.007
##
## Value 12
## Frequency 1
## Proportion 0.007
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 149 0 3
##
## Value Complete Incomplet
## Frequency 108 36 5
## Proportion 0.725 0.242 0.034
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 149 0 9
##
## lowest : LID LID_LIG LIG LM
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG
## Frequency 111 5 1 10 1 12 2 1
## Proportion 0.745 0.034 0.007 0.067 0.007 0.081 0.013 0.007
##
## Value LSG
## Frequency 6
## Proportion 0.040
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 149 0 35
##
## lowest : 01/07/2020 01/09/2021 02/06/2021 03/08/2021
## highest: 27/10/2021 29/01/2020 30/06/2021 30/07/2020 31/03/2021
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 149 0 7
##
## lowest : Exacerbation BPCO Autre Pneumatocèle Pneumomédiastin
## highest: Autre Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## (137, 0.919), Exacerbation BPCO (5, 0.034), Autre (1, 0.007), Pneumatocèle (1,
## 0.007), Pneumomédiastin (1, 0.007), Pneumonie (1, 0.007), Pneumothorax (3,
## 0.020)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 149 0 11
##
## lowest : 01/04/2021 06/04/2022 08/04/2021 08/09/2021
## highest: 18/02/2020 19/09/2019 19/10/2021 24/08/2019 29/01/2020
##
## Value 01/04/2021 06/04/2022 08/04/2021 08/09/2021 17/04/2021
## Frequency 139 1 1 1 1 1
## Proportion 0.933 0.007 0.007 0.007 0.007 0.007
##
## Value 18/02/2020 19/09/2019 19/10/2021 24/08/2019 29/01/2020
## Frequency 1 1 1 1 1
## Proportion 0.007 0.007 0.007 0.007 0.007
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 12 137 6 0.948 5.083 8.5
##
## lowest : 0 1 2 3 17, highest: 1 2 3 17 34
##
## Value 0 1 2 3 17 34
## Frequency 4 3 2 1 1 1
## Proportion 0.333 0.250 0.167 0.083 0.083 0.083
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 149 0 13
##
## lowest : AEROSOLS ATB ATB IV CORTICO AEROSOLS
## highest: HOSPIT CTC AEROSOLS Inhalation durant fibro, atb ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 149 0 4
##
## Value Exacerbation BPCO Mort
## Frequency 140 4 2
## Proportion 0.940 0.027 0.013
##
## Value Pneumothorax
## Frequency 3
## Proportion 0.020
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 149 0 8
##
## lowest : 01/03/2022 06/05/2022 09/12/2020 16/06/2021
## highest: 09/12/2020 16/06/2021 17/10/2021 18/09/2020 27/07/2021
##
## Value 01/03/2022 06/05/2022 09/12/2020 16/06/2021 17/10/2021
## Frequency 142 1 1 1 1 1
## Proportion 0.953 0.007 0.007 0.007 0.007 0.007
##
## Value 18/09/2020 27/07/2021
## Frequency 1 1
## Proportion 0.007 0.007
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 7 142 5 0.964 10.86 14.67
##
## lowest : 0 3 6 7 30, highest: 0 3 6 7 30
##
## Value 0 3 6 7 30
## Frequency 2 1 1 1 2
## Proportion 0.286 0.143 0.143 0.143 0.286
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 149 0 10
##
## lowest : AEROSOLS CTC atb ctc ATB CTC ATB IV POUR SURINF A PYO
## highest: DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI DRAINAGE SI, RETRAIT D UNE VALVE DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE Pneumothorax, drainé, tamponnade gazeuse avec deces SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 28 0.999 1008 338.3 622 654
## .25 .50 .75 .90 .95
## 810 960 1170 1390 1540
##
## lowest : 500 610 630 640 710, highest: 1350 1400 1500 1600 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 24 0.997 40.18 14.25 24.6 27.0
## .25 .50 .75 .90 .95
## 32.0 36.0 45.0 56.8 60.8
##
## lowest : 21 24 25 27 29, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 25 0.998 163 229.1 -170 -122
## .25 .50 .75 .90 .95
## 80 190 320 388 440
##
## lowest : -390 -200 -150 -140 -50, highest: 320 330 340 400 500
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 32 117 31 1 2476 819.4 1433 1618
## .25 .50 .75 .90 .95
## 2072 2350 2860 3194 3531
##
## lowest : 1310 1400 1460 1610 1690, highest: 3140 3200 3450 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 32 117 26 0.998 81.5 26.11 47.40 52.30
## .25 .50 .75 .90 .95
## 62.25 81.50 100.00 106.00 111.60
##
## lowest : 38 43 51 52 55, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 32 117 32 1 467.8 701 -374.0 -278.0
## .25 .50 .75 .90 .95
## -57.5 420.0 842.5 1238.0 1500.0
##
## lowest : -550 -440 -320 -280 -260, highest: 1220 1240 1410 1610 1760
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 31 0.999 7347 1555 5600 5660
## .25 .50 .75 .90 .95
## 6370 7200 8190 9488 9816
##
## lowest : 5300 5600 5900 5940 6200, highest: 9480 9490 9800 9840 9910
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 23 0.996 130.2 19.28 112.2 118.4
## .25 .50 .75 .90 .95
## 123.0 130.0 139.0 149.8 155.0
##
## lowest : 43 111 113 118 120, highest: 149 150 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 33 116 30 0.999 -414.9 623 -1108 -1042
## .25 .50 .75 .90 .95
## -860 -380 -100 286 416
##
## lowest : -1570 -1120 -1100 -1050 -1010, highest: 230 300 400 440 580
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 31 1 4399 1224 2668 2958
## .25 .50 .75 .90 .95
## 3750 4490 4980 5542 6028
##
## lowest : 2100 2620 2700 2900 3190, highest: 5430 5570 5880 6250 6890
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 28 0.999 211.6 44.53 158.4 165.8
## .25 .50 .75 .90 .95
## 186.0 207.0 240.0 261.0 271.6
##
## lowest : 137 150 164 173 176, highest: 246 261 268 277 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 31 1 -939.1 846.4 -2156 -2018
## .25 .50 .75 .90 .95
## -1270 -920 -450 -28 72
##
## lowest : -2620 -2240 -2100 -2040 -1930, highest: -100 -10 0 180 210
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 25 124 25 1 423.7 106.7 278.4 310.8
## .25 .50 .75 .90 .95
## 375.0 425.0 476.0 515.8 567.8
##
## lowest : 180 276 288 345 355, highest: 488 505 523 579 625
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 12 0.983 82.73 5.769 72.5 78.0
## .25 .50 .75 .90 .95
## 80.0 84.0 85.0 89.5 91.5
##
## lowest : 70 71 77 79 80, highest: 84 85 89 90 92
##
## Value 70 71 77 79 80 82 83 84 85 89 90
## Frequency 1 1 1 3 3 1 2 5 5 1 1
## Proportion 0.038 0.038 0.038 0.115 0.115 0.038 0.077 0.192 0.192 0.038 0.038
##
## Value 92
## Frequency 2
## Proportion 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 10 0.98 5.577 1.732 3.125 3.750
## .25 .50 .75 .90 .95
## 4.500 5.750 6.750 7.750 8.000
##
## lowest : 3.0 3.5 4.0 4.5 5.0, highest: 5.5 6.0 7.0 7.5 8.0
##
## Value 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 2 1 2 3 4 1 6 3 1 3
## Proportion 0.077 0.038 0.077 0.115 0.154 0.038 0.231 0.115 0.038 0.115
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 26 1 57.88 123.2 -81.25 -47.00
## .25 .50 .75 .90 .95
## -13.00 65.50 93.00 162.50 168.75
##
## lowest : -230 -92 -49 -45 -35, highest: 145 160 165 170 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 25 124 4 0.894 2.08 1.06
##
## Value 1 2 3 4
## Frequency 9 6 9 1
## Proportion 0.36 0.24 0.36 0.04
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 22 0.997 22.47 3.795 17.60 18.60
## .25 .50 .75 .90 .95
## 20.00 22.70 25.00 25.96 27.40
##
## lowest : 16.0 17.0 18.0 18.5 19.0, highest: 25.0 25.8 26.0 29.5 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 25 124 8 0.97 3.6 2.093
##
## lowest : 0 1 2 3 4, highest: 3 4 5 6 7
##
## Value 0 1 2 3 4 5 6 7
## Frequency 1 1 6 5 4 4 2 2
## Proportion 0.04 0.04 0.24 0.20 0.16 0.16 0.08 0.08
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 149 0 7
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## (130, 0.872), Exacerbation BPCO (4, 0.027), Douleurs thoraciques (4, 0.027),
## Engluement valve (1, 0.007), Majoration dyspnée (6, 0.040), Pneumonie (2,
## 0.013), Pneumothorax (2, 0.013)
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 149 0 6
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 142 3 1
## Proportion 0.953 0.020 0.007
##
## Value Engluement valve Majoration dyspnée Pneumonie
## Frequency 1 1 1
## Proportion 0.007 0.007 0.007
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 149 0 18
##
## lowest : ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS ATB IV COVID + INF PYO
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 18 131 17 0.999 961.1 303.7 498.5 605.0
## .25 .50 .75 .90 .95
## 812.5 960.0 1137.5 1309.0 1333.0
##
## lowest : 490 500 650 800 850, highest: 1150 1250 1300 1330 1350
##
## Value 490 500 650 800 850 880 900 940 980 1000 1030
## Frequency 1 1 1 2 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 1100 1150 1250 1300 1330 1350
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 12 0.994 38.82 14.16 24.4 26.0
## .25 .50 .75 .90 .95
## 28.0 38.0 43.0 56.4 57.4
##
## lowest : 18 26 27 28 34, highest: 41 43 56 57 59
##
## Value 18 26 27 28 34 36 38 41 43 56 57
## Frequency 1 2 1 1 1 2 2 2 1 2 1
## Proportion 0.059 0.118 0.059 0.059 0.059 0.118 0.118 0.118 0.059 0.118 0.059
##
## Value 59
## Frequency 1
## Proportion 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 18 131 13 0.991 133.3 159.5 -110.5 -72.0
## .25 .50 .75 .90 .95
## 100.0 135.0 187.5 350.0 353.0
##
## lowest : -170 -100 -60 90 100, highest: 150 200 230 350 370
##
## Value -170 -100 -60 90 100 120 130 140 150 200 230
## Frequency 1 1 1 1 3 1 1 1 3 1 1
## Proportion 0.056 0.056 0.056 0.056 0.167 0.056 0.056 0.056 0.167 0.056 0.056
##
## Value 350 370
## Frequency 2 1
## Proportion 0.111 0.056
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 2335 502.1 1720 1816
## .25 .50 .75 .90 .95
## 2000 2400 2650 2800 2972
##
## lowest : 1480 1780 1840 1960 2000, highest: 2650 2660 2700 2950 3060
##
## Value 1480 1780 1840 1960 2000 2100 2230 2390 2400 2500 2600
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 2650 2660 2700 2950 3060
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 15 0.998 79.53 25.84 42.6 50.2
## .25 .50 .75 .90 .95
## 66.0 79.0 101.0 106.4 107.2
##
## lowest : 41 43 55 57 66, highest: 94 101 106 107 108
##
## Value 41 43 55 57 66 67 78 79 82 89 94
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value 101 106 107 108
## Frequency 2 1 1 1
## Proportion 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 17 1 376.4 508.2 -280 -62
## .25 .50 .75 .90 .95
## 100 379 710 948 1022
##
## lowest : -600 -200 30 80 100, highest: 710 730 900 1020 1030
##
## Value -600 -200 30 80 100 200 210 250 379 420 500
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 640 710 730 900 1020 1030
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 17 1 7476 1682 5726 6134
## .25 .50 .75 .90 .95
## 6400 7080 8870 9292 9590
##
## lowest : 5150 5870 6310 6340 6400, highest: 8870 9000 9200 9430 10230
##
## Value 5150 5870 6310 6340 6400 6500 6600 6820 7080 7200 7700
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 8400 8870 9000 9200 9430 10230
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 137.4 16.07 120.2 121.6
## .25 .50 .75 .90 .95
## 127.0 135.0 147.0 156.2 159.0
##
## lowest : 117 121 122 126 127, highest: 147 153 155 158 163
##
## Value 117 121 122 126 127 130 131 134 135 139 142
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 147 153 155 158 163
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 -333.6 737.7 -1402 -1184
## .25 .50 .75 .90 .95
## -800 -250 90 428 524
##
## lowest : -1530 -1370 -1060 -911 -800, highest: 90 280 380 500 620
##
## Value -1530 -1370 -1060 -911 -800 -450 -400 -320 -250 -200 -50
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059
##
## Value 90 280 380 500 620
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 4680 1558 3060 3164
## .25 .50 .75 .90 .95
## 3300 4620 5940 6184 6420
##
## lowest : 2860 3110 3200 3300 3570, highest: 5940 6000 6140 6250 7100
##
## Value 2860 3110 3200 3300 3570 4200 4500 4620 5000 5270 5300
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 5940 6000 6140 6250 7100
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 17 1 209.7 62.35 144.8 161.4
## .25 .50 .75 .90 .95
## 172.0 205.0 255.0 267.8 286.2
##
## lowest : 88 159 163 165 172, highest: 255 256 259 281 307
##
## Value 88 159 163 165 172 174 198 199 205 217 230
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 237 255 256 259 281 307
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 -754.1 927.9 -1808 -1688
## .25 .50 .75 .90 .95
## -1300 -540 -260 200 518
##
## lowest : -2120 -1730 -1660 -1600 -1300, highest: -260 -100 0 500 590
##
## Value -2120 -1730 -1660 -1600 -1300 -1130 -1100 -540 -440 -430 -400
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value -260 -100 0 500 590
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 13 136 10 0.986 84.08 6.923 75.0 79.2
## .25 .50 .75 .90 .95
## 81.0 86.0 88.0 89.8 90.8
##
## lowest : 69 79 80 81 82, highest: 86 88 89 90 92
##
## Value 69 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 2 1 1 3 1 1 1
## Proportion 0.077 0.077 0.077 0.154 0.077 0.077 0.231 0.077 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 13 136 13 1 416.4 181.3 148.0 250.8
## .25 .50 .75 .90 .95
## 363.0 453.0 480.0 582.4 616.8
##
## lowest : 28 228 342 363 380, highest: 470 480 560 588 660
##
## Value 28 228 342 363 380 393 453 468 470 480 560
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 588 660
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 12 137 7 0.951 7.083 1.879
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 1 3 1 4 1 1
## Proportion 0.083 0.083 0.250 0.083 0.333 0.083 0.083
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 15 134 4 0.698 0.8 1.238
##
## Value 0 1 2 3
## Frequency 10 1 1 3
## Proportion 0.667 0.067 0.067 0.200
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 13 136 13 1 37.46 132.4 -112.4 -82.6
## .25 .50 .75 .90 .95
## -72.0 58.0 126.0 175.8 182.8
##
## lowest : -155 -84 -77 -72 0, highest: 92 126 159 180 187
##
## Value -155 -84 -77 -72 0 1 58 72 92 126 159
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 180 187
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 13 136 4 0.882 1.923 1.154
##
## Value 1 2 3 4
## Frequency 6 3 3 1
## Proportion 0.462 0.231 0.231 0.077
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 18 131 17 0.999 23.2 4.519 18.19 18.82
## .25 .50 .75 .90 .95
## 20.55 23.15 25.00 27.67 29.45
##
## lowest : 17.0 18.4 19.0 19.4 20.5, highest: 25.0 26.5 27.1 29.0 32.0
##
## Value 17.0 18.4 19.0 19.4 20.5 20.7 21.2 22.0 23.0 23.3 23.7
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 24.8 25.0 26.5 27.1 29.0 32.0
## Frequency 1 2 1 1 1 1
## Proportion 0.056 0.111 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 13 136 6 0.956 3.692 2.974
##
## lowest : 1 2 3 5 7, highest: 2 3 5 7 10
##
## Value 1 2 3 5 7 10
## Frequency 2 4 3 1 2 1
## Proportion 0.154 0.308 0.231 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 149 0 5
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 143 1 2
## Proportion 0.960 0.007 0.013
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 2
## Proportion 0.007 0.013
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 149 0 2
##
## Value Pneumothorax
## Frequency 148 1
## Proportion 0.993 0.007
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 111 29 9
## Proportion 0.745 0.195 0.060
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 149 0 4
##
## Value Non retrait complet retrait partiel
## Frequency 111 29 4 5
## Proportion 0.745 0.195 0.027 0.034
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 9 140 9 1 7.884 7.848
##
## lowest : 1.40 1.60 2.03 4.33 5.37, highest: 5.37 7.03 13.37 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.37 7.03 13.37 17.03 18.80
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 149 0 10
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves Infection lid et pno recid, mais degradation clinique au bilan à 1 an donc repose le 30/10/21 Innefficacité clinique, paraclinique et surinf bronchique à repet
## highest: MAJ DYSPNEE APRES 2E POSE MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------patients_traités <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/analyse_complementaire/patients_traités.csv", stringsAsFactors=TRUE)Ttt_V<-patients_traités## Description par groupe
library(Hmisc)by(Ttt_V, Ttt_V$Groupe, Hmisc::describe)## Ttt_V$Groupe: Groupe_1
## data[x, , drop = FALSE]
##
## 113 Variables 18 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 18 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 18 0 18 1 60.78 9.19 49.37 50.20
## .25 .50 .75 .90 .95
## 54.64 58.57 67.97 70.17 70.57
##
## lowest : 48.83 49.46 50.51 53.74 54.26, highest: 68.11 68.79 70.08 70.39 71.58
##
## Value 48.83 49.46 50.51 53.74 54.26 55.79 56.38 58.12 58.13 59.01 66.27
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 66.99 67.55 68.11 68.79 70.08 70.39 71.58
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 18 0 2
##
## Value F H
## Frequency 4 14
## Proportion 0.222 0.778
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 18 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 6 3 5 4
## Proportion 0.333 0.167 0.278 0.222
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 4 14
## Proportion 0.222 0.778
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 4 14
## Proportion 0.222 0.778
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 18 0 2
##
## Value actif Sevré
## Frequency 1 17
## Proportion 0.056 0.944
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 16 2
## Proportion 0.889 0.111
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 18 0 13 0.988 1.716 0.07059 1.614 1.641
## .25 .50 .75 .90 .95
## 1.693 1.710 1.750 1.786 1.804
##
## lowest : 1.58 1.62 1.65 1.68 1.69, highest: 1.75 1.77 1.78 1.80 1.83
##
## Value 1.58 1.62 1.65 1.68 1.69 1.70 1.72 1.74 1.75 1.77 1.78
## Frequency 1 1 1 1 1 4 2 1 2 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.222 0.111 0.056 0.111 0.056 0.056
##
## Value 1.80 1.83
## Frequency 1 1
## Proportion 0.056 0.056
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 18 0 14 0.994 68.06 17.12 46.25 47.70
## .25 .50 .75 .90 .95
## 59.00 70.00 78.50 87.20 90.45
##
## lowest : 42 47 48 59 62, highest: 80 81 86 90 93
##
## Value 42 47 48 59 62 70 71 72 74 80 81
## Frequency 1 1 1 3 2 2 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.167 0.111 0.111 0.056 0.056 0.056 0.056 0.056
##
## Value 86 90 93
## Frequency 1 1 1
## Proportion 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 18 0 18 1 23.04 5.054 16.12 17.74
## .25 .50 .75 .90 .95
## 20.68 23.34 26.37 28.34 29.11
##
## lowest : 14.20 16.46 18.29 18.83 20.42, highest: 26.42 26.87 28.03 29.07 29.35
##
## Value 14.20 16.46 18.29 18.83 20.42 21.45 21.60 21.67 23.18 23.51 24.22
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 24.84 26.22 26.42 26.87 28.03 29.07 29.35
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 18 0 2 0.743 3.444 0.5229
##
## Value 3 4
## Frequency 10 8
## Proportion 0.556 0.444
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 18 0 2
##
## Value B D
## Frequency 14 4
## Proportion 0.778 0.222
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 14 4
## Proportion 0.778 0.222
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 17 1
## Proportion 0.944 0.056
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 18 0 3 0.809 3 0.732
##
## Value 2 3 4
## Frequency 4 10 4
## Proportion 0.222 0.556 0.222
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 6 12
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 18 0 3
##
## Value Effort Non Repos
## Frequency 8 5 5
## Proportion 0.444 0.278 0.278
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 18 0 3
##
## Value Apres dressage Non Oui
## Frequency 2 4 12
## Proportion 0.111 0.222 0.667
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 18 0 3
##
## Value Non SEGMENTECTOMIE LSD POUR NDUL
## Frequency 16 1
## Proportion 0.889 0.056
##
## Value SYMPHYSE G POUR PNO
## Frequency 1
## Proportion 0.056
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 18 0 8
##
## lowest : LID_LIG LIG LSD LSD LM LSD LM_LSG
## highest: LSD LM LSD LM_LSG LSD_LM LSG Pas de cible
##
## Value LID_LIG LIG LSD LSD LM LSD LM_LSG
## Frequency 2 4 3 2 1
## Proportion 0.111 0.222 0.167 0.111 0.056
##
## Value LSD_LM LSG Pas de cible
## Frequency 1 4 1
## Proportion 0.056 0.222 0.056
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 18 0 2
##
## Value sissures étanches sissures intermediare
## Frequency 12 6
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 18 0 9
##
## lowest : LID_LIG LIG LSD LSD LM
## highest: LSD LM LSD_LIG LSD_LSG LSG pas de cible
##
## Value LID_LIG LIG LSD LSD LM
## Frequency 2 3 2 4 1
## Proportion 0.111 0.167 0.111 0.222 0.056
##
## Value LSD_LIG LSD_LSG LSG pas de cible
## Frequency 1 2 2 1
## Proportion 0.056 0.111 0.111 0.056
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 12 6 10 0.993 9.15 8.494 1.22 1.40
## .25 .50 .75 .90 .95
## 1.85 8.00 15.00 18.00 18.90
##
## lowest : 1.0 1.4 2.0 5.0 7.0, highest: 9.0 13.0 14.0 18.0 20.0
##
## Value 1.0 1.4 2.0 5.0 7.0 9.0 13.0 14.0 18.0 20.0
## Frequency 1 2 1 1 1 1 1 1 2 1
## Proportion 0.083 0.167 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 18 0 2
##
## Value Hètérogène Homogène
## Frequency 9 9
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 337.5 129.5 206.2 240.8
## .25 .50 .75 .90 .95
## 258.0 312.0 380.0 514.0 542.0
##
## lowest : 135 224 252 253 258, highest: 380 419 496 541 546
##
## Value 135 224 252 253 258 270 288 290 312 330 366
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 378 380 419 496 541 546
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 10 0.989 82.82 9.132 72.6 75.0
## .25 .50 .75 .90 .95
## 76.0 82.0 90.0 91.0 91.8
##
## lowest : 63 75 76 81 82, highest: 85 87 90 91 95
##
## Value 63 75 76 81 82 85 87 90 91 95
## Frequency 1 2 2 1 3 1 2 2 2 1
## Proportion 0.059 0.118 0.118 0.059 0.176 0.059 0.118 0.118 0.118 0.059
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd
## 17 1 9 0.968 7.559 1.713
##
## lowest : 4.0 4.5 6.0 6.5 7.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 4.0 4.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0
## Frequency 1 1 1 1 2 1 3 2 5
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.176 0.118 0.294
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 17 1 6 0.89 5.765 1.735
##
## lowest : 3 4 5 6 7, highest: 4 5 6 7 9
##
## Value 3 4 5 6 7 9
## Frequency 1 1 8 2 3 2
## Proportion 0.059 0.059 0.471 0.118 0.176 0.118
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 18 0 3
##
## Value HTAP Normale
## Frequency 3 2 13
## Proportion 0.167 0.111 0.722
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 15 0.998 69.52 11.3 55.8 58.8
## .25 .50 .75 .90 .95
## 65.0 68.0 76.0 80.4 83.0
##
## lowest : 51 57 60 62 65, highest: 76 78 80 81 91
##
## Value 51.0 57.0 60.0 62.0 65.0 67.0 68.0 68.1 69.0 75.8 76.0
## Frequency 1 1 1 1 2 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value 78.0 80.0 81.0 91.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 16 2 11 0.987 40.3 4.892 34.00 34.75
## .25 .50 .75 .90 .95
## 37.50 41.00 42.00 46.00 47.25
##
## lowest : 34.0 35.5 36.0 38.0 38.3, highest: 41.0 42.0 45.0 47.0 48.0
##
## Value 34.0 35.5 36.0 38.0 38.3 40.0 41.0 42.0 45.0 47.0 48.0
## Frequency 2 1 1 1 1 1 3 3 1 1 1
## Proportion 0.125 0.062 0.062 0.062 0.062 0.062 0.188 0.188 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 13 0.993 890 244.7 589.5 670.0
## .25 .50 .75 .90 .95
## 800.0 845.0 1000.0 1130.0 1240.5
##
## lowest : 530 600 700 800 840, highest: 1000 1010 1100 1200 1470
##
## Value 530 600 700 800 840 850 870 910 1000 1010 1100
## Frequency 1 1 2 3 2 1 1 1 2 1 1
## Proportion 0.056 0.056 0.111 0.167 0.111 0.056 0.056 0.056 0.111 0.056 0.056
##
## Value 1200 1470
## Frequency 1 1
## Proportion 0.056 0.056
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 13 0.988 29.24 7.799 19.98 21.12
## .25 .50 .75 .90 .95
## 23.00 29.50 35.75 36.86 37.15
##
## lowest : 19.9 20.0 21.6 23.0 26.0, highest: 35.0 36.0 36.8 37.0 38.0
##
## Value 19.9 20.0 21.6 23.0 26.0 27.0 32.0 34.0 35.0 36.0 36.8
## Frequency 1 1 1 4 1 1 1 1 2 2 1
## Proportion 0.056 0.056 0.056 0.222 0.056 0.056 0.056 0.056 0.111 0.111 0.056
##
## Value 37.0 38.0
## Frequency 1 1
## Proportion 0.056 0.056
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 17 0.999 5799 1385 3992 4126
## .25 .50 .75 .90 .95
## 4885 5950 6655 7189 7547
##
## lowest : 3950 4000 4180 4570 4800, highest: 6700 6800 7060 7490 7870
##
## Value 3950 4000 4180 4570 4800 5140 5600 5910 5990 6100 6110
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056
##
## Value 6520 6700 6800 7060 7490 7870
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 17 0.999 259.9 54.86 212.1 218.8
## .25 .50 .75 .90 .95
## 231.5 240.0 289.0 315.9 342.2
##
## lowest : 190 216 220 231 233, highest: 297 305 309 332 400
##
## Value 190 216 220 231 233 234 237 239 241 246 263
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 265 297 305 309 332 400
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 2285 734.1 1374 1482
## .25 .50 .75 .90 .95
## 1730 2240 2730 3080 3182
##
## lowest : 1230 1410 1530 1600 1730, highest: 2730 2860 3020 3170 3230
##
## Value 1230 1410 1530 1600 1730 2140 2200 2240 2300 2510 2700
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 2730 2860 3020 3170 3230
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 16 2 12 0.994 61.33 18.78 40.25 41.00
## .25 .50 .75 .90 .95
## 49.40 58.00 73.28 83.00 85.00
##
## lowest : 38.0 41.0 47.6 50.0 54.0, highest: 70.0 72.7 75.0 81.0 85.0
##
## Value 38.0 41.0 47.6 50.0 54.0 55.0 61.0 70.0 72.7 75.0 81.0
## Frequency 1 2 1 1 1 2 1 2 1 1 1
## Proportion 0.062 0.125 0.062 0.062 0.062 0.125 0.062 0.125 0.062 0.062 0.062
##
## Value 85.0
## Frequency 2
## Proportion 0.125
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 18 1 8321 1438 6245 6959
## .25 .50 .75 .90 .95
## 7600 8315 9525 9854 9983
##
## lowest : 5650 6350 7220 7300 7530, highest: 9740 9760 9800 9980 10000
##
## Value 5650 6350 7220 7300 7530 7810 8000 8160 8300 8330 8420
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 8554 8880 9740 9760 9800 9980 10000
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 15 0.997 131.1 15.56 107.8 113.6
## .25 .50 .75 .90 .95
## 122.8 133.0 139.5 149.3 150.0
##
## lowest : 106.7 108.0 116.0 121.0 122.0, highest: 138.0 140.0 142.0 149.0 150.0
##
## Value 106.7 108.0 116.0 121.0 122.0 125.0 127.0 130.0 136.0 137.0 138.0
## Frequency 1 1 1 1 1 2 1 1 1 1 2
## Proportion 0.056 0.056 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.111
##
## Value 140.0 142.0 149.0 150.0
## Frequency 1 1 1 2
## Proportion 0.056 0.056 0.056 0.111
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 14 0.989 69.41 8.519 61.25 62.70
## .25 .50 .75 .90 .95
## 63.00 68.50 75.75 77.90 80.58
##
## lowest : 57.00 62.00 63.00 64.00 67.00, highest: 75.00 76.00 77.00 80.00 83.88
##
## Value 57.00 62.00 63.00 64.00 67.00 68.00 69.00 71.00 71.50 75.00 76.00
## Frequency 1 1 4 1 1 1 1 1 1 1 2
## Proportion 0.056 0.056 0.222 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.111
##
## Value 77.00 80.00 83.88
## Frequency 1 1 1
## Proportion 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 16 2 13 0.996 34.5 9.383 23.50 26.00
## .25 .50 .75 .90 .95
## 29.75 33.00 38.00 44.50 49.00
##
## lowest : 22 24 28 29 30, highest: 37 38 42 47 55
##
## Value 22 24 28 29 30 32 33 34 37 38 42
## Frequency 1 1 1 1 2 1 2 1 1 2 1
## Proportion 0.062 0.062 0.062 0.062 0.125 0.062 0.125 0.062 0.062 0.125 0.062
##
## Value 47 55
## Frequency 1 1
## Proportion 0.062 0.062
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 18 0 6 0.94 6.889 2.314
##
## lowest : 5 6 7 8 9, highest: 6 7 8 9 15
##
## Value 5 6 7 8 9 15
## Frequency 5 6 2 2 2 1
## Proportion 0.278 0.333 0.111 0.111 0.111 0.056
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 18 0 3
##
## Value Complete Non Fait
## Frequency 1 8 9
## Proportion 0.056 0.444 0.500
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 18 0 6
##
## lowest : LID LID_LIG LIG LSD LSD LM
## highest: LID_LIG LIG LSD LSD LM LSG
##
## Value LID LID_LIG LIG LSD LSD LM LSG
## Frequency 1 1 5 3 2 6
## Proportion 0.056 0.056 0.278 0.167 0.111 0.333
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 18 0 4
##
## Value Exacerbation BPCO Autre
## Frequency 12 4 1
## Proportion 0.667 0.222 0.056
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.056
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 4 14 3 0.9 14.75 18.83
##
## Value 1 27 30
## Frequency 2 1 1
## Proportion 0.50 0.25 0.25
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 6 12 6 1 14.67 21.33
##
## lowest : 0 2 4 6 28, highest: 2 4 6 28 48
##
## Value 0 2 4 6 28 48
## Frequency 1 1 1 1 1 1
## Proportion 0.167 0.167 0.167 0.167 0.167 0.167
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 1091 514.3 584 654
## .25 .50 .75 .90 .95
## 800 900 1220 1516 1998
##
## lowest : 520 600 690 790 800, highest: 1220 1240 1300 1840 2630
##
## Value 520 600 690 790 800 820 890 900 1040 1160 1200
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 1220 1240 1300 1840 2630
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 14 0.996 35.09 12.02 21.8 22.0
## .25 .50 .75 .90 .95
## 27.6 36.0 42.0 45.0 50.4
##
## lowest : 21.0 22.0 23.0 27.6 29.0, highest: 40.0 42.0 43.0 48.0 60.0
##
## Value 21.0 22.0 23.0 27.6 29.0 33.0 34.0 36.0 38.0 40.0 42.0
## Frequency 1 2 1 1 1 1 1 2 1 1 2
## Proportion 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.118
##
## Value 43.0 48.0 60.0
## Frequency 1 1 1
## Proportion 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 218.8 456.8 -224 -146
## .25 .50 .75 .90 .95
## -10 100 370 514 782
##
## lowest : -320 -200 -110 -60 -10, highest: 370 390 510 520 1830
##
## Value -320 -200 -110 -60 -10 0 20 60 100 230 290
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 370 390 510 520 1830
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## pourcentage_gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 28.06 58.38 -23.619 -14.600
## .25 .50 .75 .90 .95
## -1.429 9.091 33.333 83.062 122.731
##
## lowest : -38.095238 -20.000000 -11.000000 -7.058824 -1.428571
## highest: 33.333333 42.857143 74.285714 96.226415 228.750000
##
## -38.0952381 (1, 0.059), -20 (1, 0.059), -11 (1, 0.059), -7.058823529 (1,
## 0.059), -1.428571429 (1, 0.059), 0 (1, 0.059), 2.5 (1, 0.059), 7.142857143 (1,
## 0.059), 9.090909091 (1, 0.059), 12.5 (1, 0.059), 22.77227723 (1, 0.059),
## 25.17006803 (1, 0.059), 33.33333333 (1, 0.059), 42.85714286 (1, 0.059),
## 74.28571429 (1, 0.059), 96.22641509 (1, 0.059), 228.75 (1, 0.059)
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 2561 750.3 1662 1750
## .25 .50 .75 .90 .95
## 2230 2500 3160 3340 3424
##
## lowest : 1430 1720 1770 1800 2230, highest: 3160 3170 3300 3400 3520
##
## Value 1430 1720 1770 1800 2230 2350 2470 2500 2630 2840 2900
## Frequency 1 1 1 1 1 2 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059
##
## Value 3160 3170 3300 3400 3520
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 68.41 15.37 48.00 50.20
## .25 .50 .75 .90 .95
## 60.80 69.00 79.00 81.32 84.12
##
## lowest : 44.0 49.0 51.0 59.5 60.8, highest: 79.0 80.0 80.6 82.4 91.0
##
## Value 44.0 49.0 51.0 59.5 60.8 61.0 63.0 66.0 69.0 73.0 76.6
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 77.0 79.0 80.0 80.6 82.4 91.0
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 16 2 16 1 269.4 640.2 -487.5 -295.0
## .25 .50 .75 .90 .95
## 12.5 175.0 677.5 965.0 1077.5
##
## lowest : -870 -360 -230 -160 70, highest: 670 700 930 1000 1310
##
## Value -870 -360 -230 -160 70 120 130 140 210 290 360
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 670 700 930 1000 1310
## Frequency 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## pourcentage_gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 16 2 16 1 16.51 35.3 -18.900 -10.555
## .25 .50 .75 .90 .95
## 1.445 8.240 27.102 61.410 82.380
##
## lowest : -37.83 -12.59 -8.52 -6.37 4.05, highest: 25.53 31.82 41.52 81.30 85.62
##
## Value -37.83 -12.59 -8.52 -6.37 4.05 4.10 4.64 7.50 8.98
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 9.81 24.54 25.53 31.82 41.52 81.30 85.62
## Frequency 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 8291 1567 6344 6742
## .25 .50 .75 .90 .95
## 7330 8420 9100 9990 10192
##
## lowest : 5640 6520 6890 6900 7330, highest: 9020 9100 9890 10140 10400
##
## Value 5640 6520 6890 6900 7330 7340 8200 8280 8420 8870 8910
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 9020 9100 9890 10140 10400
## Frequency 1 2 1 1 1
## Proportion 0.059 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 15 0.998 130.4 13.58 112.4 115.2
## .25 .50 .75 .90 .95
## 124.0 133.0 137.0 142.0 145.3
##
## lowest : 106.0 114.0 116.0 123.0 124.0, highest: 136.0 137.0 141.0 143.6 152.0
##
## Value 106.0 114.0 116.0 123.0 124.0 128.0 129.0 133.0 134.0 135.5 136.0
## Frequency 1 1 1 1 2 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 137.0 141.0 143.6 152.0
## Frequency 1 2 1 1
## Proportion 0.059 0.118 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 -76.71 719.3 -1082.0 -922.0
## .25 .50 .75 .90 .95
## -320.0 140.0 260.0 458.4 648.8
##
## lowest : -1530 -970 -890 -880 -320, highest: 260 380 400 546 1060
##
## Value -1530 -970 -890 -880 -320 -50 -10 40 140 150 170
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 200 260 380 400 546 1060
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## pourcentage_gain_CPT_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 -0.7701 8.37 -12.984 -10.124
## .25 .50 .75 .90 .95
## -4.432 1.540 3.186 4.953 7.821
##
## lowest : -18.171 -11.687 -9.082 -8.818 -4.432
## highest: 3.186 3.893 4.000 6.383 13.572
##
## -18.171 (1, 0.059), -11.687 (1, 0.059), -9.082 (1, 0.059), -8.818 (1, 0.059),
## -4.432 (1, 0.059), -0.6 (1, 0.059), -0.177 (1, 0.059), 0.548 (1, 0.059), 1.54
## (1, 0.059), 1.577 (1, 0.059), 2.5 (1, 0.059), 2.677 (1, 0.059), 3.186 (1,
## 0.059), 3.893 (1, 0.059), 4 (1, 0.059), 6.383 (1, 0.059), 13.572 (1, 0.059)
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 5609 1448 4166 4384
## .25 .50 .75 .90 .95
## 4600 5540 6400 6894 7420
##
## lowest : 3870 4240 4480 4490 4600, highest: 6400 6640 6750 7110 8660
##
## Value 3870 4240 4480 4490 4600 4670 4680 4960 5540 5900 6160
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 6200 6400 6640 6750 7110 8660
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 239.5 48.56 180.2 182.6
## .25 .50 .75 .90 .95
## 217.0 234.0 262.0 297.8 301.2
##
## lowest : 173 182 183 208 217, highest: 262 280 297 299 310
##
## Value 173 182 183 208 217 221 228 232 234 253 258
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 262 280 297 299 310
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 -249.4 1315 -1812 -1622
## .25 .50 .75 .90 .95
## -1110 -160 420 1054 1288
##
## lowest : -2380 -1670 -1590 -1430 -1110, highest: 420 640 1010 1120 1960
##
## Value -2380 -1670 -1590 -1430 -1110 -470 -360 -330 -160 -130 -60
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 300 420 640 1010 1120 1960
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## pourcentage_gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 -2.928 20.99 -26.10 -22.42
## .25 .50 .75 .90 .95
## -19.82 -3.25 10.05 21.45 26.31
##
## lowest : -33.71 -24.20 -21.23 -21.22 -19.82, highest: 10.05 10.47 18.70 25.57 29.25
##
## Value -33.71 -24.20 -21.23 -21.22 -19.82 -9.14 -7.22 -5.52 -3.25
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value -2.35 -1.07 4.92 10.05 10.47 18.70 25.57 29.25
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 13 5 13 1 360.2 132.2 230.0 253.0
## .25 .50 .75 .90 .95
## 278.0 343.0 420.0 489.4 552.0
##
## lowest : 200 250 265 278 309, highest: 380 420 447 500 630
##
## Value 200 250 265 278 309 315 343 345 380 420 447
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 500 630
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 4 13 0.998 83.64 7.33 75.30 76.30
## .25 .50 .75 .90 .95
## 78.25 83.50 89.00 90.70 91.35
##
## lowest : 74 76 77 78 79, highest: 88 89 90 91 92
##
## Value 74 76 77 78 79 81 82 85 88 89 90
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071
##
## Value 91 92
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd
## 14 4 5 0.91 6.893 2.038
##
## lowest : 2.5 5.0 6.0 8.0 9.0, highest: 2.5 5.0 6.0 8.0 9.0
##
## Value 2.5 5.0 6.0 8.0 9.0
## Frequency 1 2 3 6 2
## Proportion 0.071 0.143 0.214 0.429 0.143
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 13 5 13 1 -0.9231 92.21 -160.2 -104.2
## .25 .50 .75 .90 .95
## -20.0 21.0 50.0 81.0 86.8
##
## lowest : -219 -121 -37 -20 4, highest: 33 50 69 84 91
##
## Value -219 -121 -37 -20 4 7 21 26 33 50 69
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 84 91
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## pourcentage_gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 14 4 14 1 2.096 23.35 -32.831 -18.577
## .25 .50 .75 .90 .95
## -5.556 5.002 14.008 17.393 26.084
##
## lowest : -52.267303 -22.365989 -9.736842 -7.407407 0.000000
## highest: 10.576923 15.151515 15.384615 18.253968 40.625000
##
## -52.2673031 (1, 0.071), -22.36598891 (1, 0.071), -9.736842105 (1, 0.071),
## -7.407407407 (1, 0.071), 0 (1, 0.071), 0.806451613 (1, 0.071), 2.713178295 (1,
## 0.071), 7.291666667 (1, 0.071), 10.31746032 (1, 0.071), 10.57692308 (1, 0.071),
## 15.15151515 (1, 0.071), 15.38461538 (1, 0.071), 18.25396825 (1, 0.071), 40.625
## (1, 0.071)
## --------------------------------------------------------------------------------
## MMRC_1
## n missing distinct Info Mean Gmd
## 16 2 4 0.891 2.125 1.15
##
## Value 1 2 3 4
## Frequency 6 3 6 1
## Proportion 0.375 0.188 0.375 0.062
## --------------------------------------------------------------------------------
## Gain_MMRC_1
## n missing distinct Info Mean Gmd
## 16 2 4 0.865 -0.8125 0.975
##
## Value -3 -2 -1 0
## Frequency 1 2 6 7
## Proportion 0.062 0.125 0.375 0.438
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 15 0.998 22.89 5.196 14.96 17.18
## .25 .50 .75 .90 .95
## 21.00 24.00 25.00 27.80 29.40
##
## lowest : 14.0 15.2 18.5 19.8 21.0, highest: 25.0 26.6 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 19.8 21.0 21.1 21.5 22.0 24.0 24.5 25.0
## Frequency 1 1 1 1 1 1 1 1 2 1 2
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.118
##
## Value 26.6 27.0 29.0 31.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 14 4 6 0.952 4.5 2.011
##
## lowest : 2 3 4 5 6, highest: 3 4 5 6 8
##
## Value 2 3 4 5 6 8
## Frequency 2 2 4 1 4 1
## Proportion 0.143 0.143 0.286 0.071 0.286 0.071
## --------------------------------------------------------------------------------
## Gain_BODE.calculé_1
## n missing distinct Info Mean Gmd
## 13 5 4 0.832 -1.231 2
##
## Value -6 -3 -1 1
## Frequency 1 2 7 3
## Proportion 0.077 0.154 0.538 0.231
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 12 6 12 1 950.8 449.5 495.5 510.0
## .25 .50 .75 .90 .95
## 637.5 1000.0 1092.5 1280.0 1570.0
##
## lowest : 490 500 600 650 700, highest: 1080 1090 1100 1300 1900
##
## Value 490 500 600 650 700 940 1060 1080 1090 1100 1300
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083
##
## Value 1900
## Frequency 1
## Proportion 0.083
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd
## 11 7 8 0.977 30.36 11.89
##
## lowest : 17 19 20 23 30, highest: 23 30 38 41 48
##
## Value 17 19 20 23 30 38 41 48
## Frequency 1 1 1 1 3 2 1 1
## Proportion 0.091 0.091 0.091 0.091 0.273 0.182 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 12 6 11 0.997 78.33 384.2 -357.0 -236.0
## .25 .50 .75 .90 .95
## -132.5 35.0 390.0 426.0 484.0
##
## lowest : -500 -240 -200 -110 -100, highest: 70 260 390 430 550
##
## Value -500 -240 -200 -110 -100 0 70 260 390 430 550
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083 0.083
## --------------------------------------------------------------------------------
## pourcentage_gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 12 6 12 1 11.6 50.03 -38.213 -28.066
## .25 .50 .75 .90 .95
## -19.630 4.025 35.090 54.425 77.337
##
## lowest : -50.00 -28.57 -23.53 -18.33 -12.50, highest: 29.25 32.50 42.86 55.71 103.77
##
## Value -50.00 -28.57 -23.53 -18.33 -12.50 0.00 8.05 29.25 32.50
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083
##
## Value 42.86 55.71 103.77
## Frequency 1 1 1
## Proportion 0.083 0.083 0.083
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 2282 747.6 1665 1700
## .25 .50 .75 .90 .95
## 1720 2140 2555 3270 3435
##
## lowest : 1630 1700 1710 1730 2060, highest: 2150 2400 2710 3270 3600
##
## Value 1630 1700 1710 1730 2060 2140 2150 2400 2710 3270 3600
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 59.73 15.38 43.5 47.0
## .25 .50 .75 .90 .95
## 50.0 58.0 67.5 74.0 78.5
##
## lowest : 40 47 48 52 55, highest: 65 67 68 74 83
##
## Value 40 47 48 52 55 58 65 67 68 74 83
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 197.3 1117 -1020 -810
## .25 .50 .75 .90 .95
## -430 250 640 1180 1620
##
## lowest : -1230 -810 -770 -90 -20, highest: 320 370 910 1180 2060
##
## Value -1230 -810 -770 -90 -20 250 320 370 910 1180 2060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## pourcentage_gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 10 8 10 1 8.879 47.02 -38.18 -33.34
## .25 .50 .75 .90 .95
## -19.22 3.56 19.89 74.29 75.71
##
## lowest : -43.01 -32.27 -24.29 -4.02 -1.16, highest: 8.28 11.46 22.70 73.98 77.12
##
## Value -43.01 -32.27 -24.29 -4.02 -1.16 8.28 11.46 22.70 73.98
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1
##
## Value 77.12
## Frequency 1
## Proportion 0.1
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 8359 1895 5965 6200
## .25 .50 .75 .90 .95
## 7515 8560 9250 10370 10585
##
## lowest : 5730 6200 7430 7600 7900, highest: 8860 8900 9600 10370 10800
##
## Value 5730 6200 7430 7600 7900 8560 8860 8900 9600 10370 10800
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 10 0.995 142.4 44.28 110.5 114.0
## .25 .50 .75 .90 .95
## 117.0 130.0 138.5 153.7 223.8
##
## lowest : 107.0 114.0 120.0 124.0 130.0, highest: 133.0 134.0 143.0 153.7 294.0
##
## Value 107.0 114.0 120.0 124.0 130.0 133.0 134.0 143.0 153.7 294.0
## Frequency 1 2 1 1 1 1 1 1 1 1
## Proportion 0.091 0.182 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 -66.73 807.7 -945 -870
## .25 .50 .75 .90 .95
## -610 20 433 610 835
##
## lowest : -1020 -870 -820 -400 -260, highest: 80 306 560 610 1060
##
## Value -1020 -870 -820 -400 -260 20 80 306 560 610 1060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## pourcentage_gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 -1.107 9.553 -12.305 -10.480
## .25 .50 .75 .90 .95
## -6.870 0.230 4.915 7.000 8.940
##
## lowest : -14.13 -10.48 -9.74 -4.00 -3.19, highest: 1.42 3.58 6.25 7.00 10.88
##
## Value -14.13 -10.48 -9.74 -4.00 -3.19 0.23 1.42 3.58 6.25
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
##
## Value 7.00 10.88
## Frequency 1 1
## Proportion 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 5633 1988 3845 4090
## .25 .50 .75 .90 .95
## 4175 5500 6610 7550 8225
##
## lowest : 3600 4090 4150 4200 4450, highest: 6300 6340 6880 7550 8900
##
## Value 3600 4090 4150 4200 4450 5500 6300 6340 6880 7550 8900
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 240 63.64 180.5 182.0
## .25 .50 .75 .90 .95
## 191.0 245.0 282.0 295.0 314.5
##
## lowest : 179 182 189 193 200, highest: 259 275 289 295 334
##
## Value 179 182 189 193 200 245 259 275 289 295 334
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 -231.8 1758 -2185 -1460
## .25 .50 .75 .90 .95
## -1135 -180 740 850 1820
##
## lowest : -2910 -1460 -1300 -970 -940, highest: 90 700 780 850 2790
##
## Value -2910 -1460 -1300 -970 -940 -180 90 700 780 850 2790
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## pourcentage_gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 -3.766 28 -32.96 -24.70
## .25 .50 .75 .90 .95
## -20.18 -2.76 12.59 12.79 29.22
##
## lowest : -41.22 -24.70 -21.23 -19.12 -18.29, highest: 2.25 12.50 12.69 12.79 45.66
##
## Value -41.22 -24.70 -21.23 -19.12 -18.29 -2.76 2.25 12.50 12.69
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
##
## Value 12.79 45.66
## Frequency 1 1
## Proportion 0.091 0.091
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd
## 8 10 6 0.952 83 6.286
##
## lowest : 77 80 81 82 90, highest: 80 81 82 90 94
##
## Value 77 80 81 82 90 94
## Frequency 1 3 1 1 1 1
## Proportion 0.125 0.375 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd
## 8 10 8 1 389.1 154.8
##
## lowest : 219 285 331 339 360, highest: 339 360 448 498 633
##
## Value 219 285 331 339 360 448 498 633
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 8 10 4 0.929 7.188 2.089
##
## Value 5.0 8.0 8.5 9.0
## Frequency 3 2 1 2
## Proportion 0.375 0.250 0.125 0.250
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 10 8 4 0.909 1.1 1.356
##
## Value 0 1 2 3
## Frequency 4 3 1 2
## Proportion 0.4 0.3 0.1 0.2
## --------------------------------------------------------------------------------
## Gain_TM6_2
## n missing distinct Info Mean Gmd
## 8 10 8 1 19.5 118.4
##
## lowest : -136 -80 -33 -27 87, highest: -27 87 107 118 120
##
## Value -136 -80 -33 -27 87 107 118 120
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## pourcentage_gain_TM6_2
## n missing distinct Info Mean Gmd
## 8 10 8 1 7.869 34.28
##
## lowest : -27.42 -19.09 -13.10 -8.65 15.93, highest: -8.65 15.93 31.75 35.76 47.77
##
## Value -27.42 -19.09 -13.10 -8.65 15.93 31.75 35.76 47.77
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 9 9 4 0.9 2.667 1.278
##
## Value 1 2 3 4
## Frequency 2 1 4 2
## Proportion 0.222 0.111 0.444 0.222
## --------------------------------------------------------------------------------
## Gain_mMRC_2
## n missing distinct Info Mean Gmd
## 9 9 3 0.7 -0.4444 0.7222
##
## Value -2 -1 0
## Frequency 1 2 6
## Proportion 0.111 0.222 0.667
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 10 0.995 22.99 6.375 14.60 15.20
## .25 .50 .75 .90 .95
## 20.10 23.00 26.25 29.00 30.00
##
## lowest : 14.0 15.2 18.5 21.7 23.0, highest: 25.0 25.5 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 21.7 23.0 25.0 25.5 27.0 29.0 31.0
## Frequency 1 1 1 1 2 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.182 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 8 10 5 0.964 4.625 2.536
##
## lowest : 2 3 5 6 8, highest: 2 3 5 6 8
##
## Value 2 3 5 6 8
## Frequency 2 1 2 2 1
## Proportion 0.250 0.125 0.250 0.250 0.125
## --------------------------------------------------------------------------------
## Gain_BODE_2
## n missing distinct Info Mean Gmd
## 8 10 5 0.964 -1.125 2.393
##
## lowest : -4 -2 -1 0 1, highest: -4 -2 -1 0 1
##
## Value -4 -2 -1 0 1
## Frequency 2 1 1 2 2
## Proportion 0.250 0.125 0.125 0.250 0.250
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 18 0 3
##
## Value Exacerbation BPCO Hémoptysie
## Frequency 12 5 1
## Proportion 0.667 0.278 0.056
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 18 0 2
##
## Value Migration valve
## Frequency 17 1
## Proportion 0.944 0.056
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 14 4
## Proportion 0.778 0.222
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 18 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 14 3 1
## Proportion 0.778 0.167 0.056
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 4 14 4 1 10.69 6.405
##
## Value 5.17 8.33 12.77 16.50
## Frequency 1 1 1 1
## Proportion 0.25 0.25 0.25 0.25
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 18 0 5
##
## lowest : DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## highest: DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Nbre.de.raison X
## ------------------------------------------------------------
## Ttt_V$Groupe: Groupe_2
## data[x, , drop = FALSE]
##
## 113 Variables 38 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 38 0 1 Groupe_2
##
## Value Groupe_2
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 38 0 38 1 62.11 7.365 51.33 54.12
## .25 .50 .75 .90 .95
## 57.84 62.42 65.67 69.57 71.02
##
## lowest : 48.88 50.96 51.39 53.75 54.28, highest: 69.42 69.91 70.80 72.26 79.09
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 38 0 2
##
## Value F H
## Frequency 23 15
## Proportion 0.605 0.395
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 38 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 14 8 9 7
## Proportion 0.368 0.211 0.237 0.184
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 9 29
## Proportion 0.237 0.763
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 4 34
## Proportion 0.105 0.895
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 7 31
## Proportion 0.184 0.816
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 38 0 1 Oui
##
## Value Oui
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 38 0 2
##
## Value actif Sevré
## Frequency 1 37
## Proportion 0.026 0.974
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 32 6
## Proportion 0.842 0.158
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 38 0 22 0.997 1.668 0.1007 1.540 1.564
## .25 .50 .75 .90 .95
## 1.593 1.680 1.727 1.790 1.802
##
## lowest : 1.53 1.54 1.55 1.57 1.58, highest: 1.76 1.79 1.80 1.81 1.85
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 38 0 25 0.997 62.46 13.93 46.70 49.00
## .25 .50 .75 .90 .95
## 52.25 61.50 70.00 80.00 80.90
##
## lowest : 42 45 47 49 50, highest: 73 77 80 86 90
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 38 0 38 1 22.37 4.017 17.17 18.44
## .25 .50 .75 .90 .95
## 20.11 22.14 24.02 26.11 29.61
##
## lowest : 14.88 16.07 17.36 18.26 18.52, highest: 26.03 26.30 29.52 30.11 31.25
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 38 0 3 0.769 3.474 0.5661
##
## Value 2 3 4
## Frequency 1 18 19
## Proportion 0.026 0.474 0.500
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 38 0 2
##
## Value B D
## Frequency 26 12
## Proportion 0.684 0.316
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 27 11
## Proportion 0.711 0.289
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 37 1
## Proportion 0.974 0.026
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 38 0 3 0.844 3.026 0.7696
##
## Value 2 3 4
## Frequency 9 19 10
## Proportion 0.237 0.500 0.263
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 38 0 1 Oui
##
## Value Oui
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 9 29
## Proportion 0.237 0.763
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 38 0 1 Oui
##
## Value Oui
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 38 0 3
##
## Value Effort Non Repos
## Frequency 10 7 21
## Proportion 0.263 0.184 0.553
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 38 0 3
##
## Value Apres dressage Non Oui
## Frequency 3 6 29
## Proportion 0.079 0.158 0.763
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 38 0 3
##
## Value AIRFLOW BULLECTOMIE LSD Non
## Frequency 1 1 36
## Proportion 0.026 0.026 0.947
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 38 0 9
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LSD LSD LM LSD LM_LSG LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM
## Frequency 3 5 7 1 8 1
## Proportion 0.079 0.132 0.184 0.026 0.211 0.026
##
## Value LSD LM_LSG LSD_LSG LSG
## Frequency 1 8 4
## Proportion 0.026 0.211 0.105
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 38 0 3
##
## Value sissures étanches sissures intermediare
## Frequency 1 29 8
## Proportion 0.026 0.763 0.211
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 38 0 11
##
## lowest : LID LID_LIG LIG LM
## highest: LSD LM LSD LM_LSG LSD_LSG LSD_LSG_LIG_LM LSG
##
## (1, 0.026), LID (2, 0.053), LID_LIG (7, 0.184), LIG (7, 0.184), LM (1, 0.026),
## LSD (4, 0.105), LSD LM (2, 0.053), LSD LM_LSG (2, 0.053), LSD_LSG (10, 0.263),
## LSD_LSG_LIG_LM (1, 0.026), LSG (1, 0.026)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 30 8 23 0.998 14.88 9.587 3.025 5.950
## .25 .50 .75 .90 .95
## 10.000 13.500 19.750 27.850 31.000
##
## lowest : 0.0 1.0 5.5 6.0 7.0, highest: 20.0 22.5 27.5 31.0 34.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 38 0 3
##
## Value Hètérogène Homogène
## Frequency 2 22 14
## Proportion 0.053 0.579 0.368
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 32 0.999 318.4 162.6 66.4 116.4
## .25 .50 .75 .90 .95
## 216.0 336.0 410.0 477.2 518.8
##
## lowest : 60 68 111 120 177, highest: 470 488 510 554 568
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 21 0.997 83.16 6.892 74.0 75.6
## .25 .50 .75 .90 .95
## 79.0 83.0 88.0 91.4 92.0
##
## lowest : 72 74 75 76 77, highest: 89 90 91 92 94
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 11 0.97 6.946 2.005 4.8 5.0
## .25 .50 .75 .90 .95
## 5.5 7.0 8.0 9.2 10.0
##
## lowest : 3.0 4.0 5.0 5.5 6.0, highest: 7.0 8.0 9.0 9.5 10.0
##
## Value 3.0 4.0 5.0 5.5 6.0 6.5 7.0 8.0 9.0 9.5 10.0
## Frequency 1 1 7 1 4 2 5 10 2 1 3
## Proportion 0.027 0.027 0.189 0.027 0.108 0.054 0.135 0.270 0.054 0.027 0.081
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 37 1 9 0.973 6.081 2.375
##
## lowest : 2 3 4 5 6, highest: 6 7 8 9 10
##
## Value 2 3 4 5 6 7 8 9 10
## Frequency 1 1 8 6 8 3 4 3 3
## Proportion 0.027 0.027 0.216 0.162 0.216 0.081 0.108 0.081 0.081
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 38 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 1 3 7 27
## Proportion 0.026 0.079 0.184 0.711
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 31 7 19 0.993 68.41 6.946 59.00 61.00
## .25 .50 .75 .90 .95
## 65.00 69.00 72.50 74.00 75.85
##
## lowest : 55.6 57.0 61.0 61.2 63.4, highest: 71.6 73.4 74.0 77.7 85.4
##
## Value 55.6 57.0 61.0 61.2 63.4 64.2 65.0 65.2 66.0 68.0 69.0
## Frequency 1 1 2 1 1 1 4 1 1 1 2
## Proportion 0.032 0.032 0.065 0.032 0.032 0.032 0.129 0.032 0.032 0.032 0.065
##
## Value 69.5 70.0 71.0 71.6 73.4 74.0 77.7 85.4
## Frequency 2 1 3 1 1 5 1 1
## Proportion 0.065 0.032 0.097 0.032 0.032 0.161 0.032 0.032
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 34 4 25 0.997 40.74 6.137 31.69 33.60
## .25 .50 .75 .90 .95
## 37.40 41.00 43.00 46.40 51.40
##
## lowest : 30.4 31.1 32.0 33.0 35.0, highest: 45.0 47.0 50.0 54.0 55.8
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 22 0.994 817.9 258.3 459.5 550.0
## .25 .50 .75 .90 .95
## 700.0 805.0 962.5 1112.0 1183.0
##
## lowest : 400 470 550 600 700, highest: 1100 1140 1180 1200 1500
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 28 0.998 31.99 10.88 17.70 20.70
## .25 .50 .75 .90 .95
## 25.00 31.50 38.25 44.60 47.08
##
## lowest : 14.0 16.0 18.0 20.0 21.0, highest: 44.0 46.0 47.0 47.5 57.0
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 30 0.999 5486 1297 3885 4200
## .25 .50 .75 .90 .95
## 4700 5325 6402 7072 7500
##
## lowest : 3300 3800 3900 4200 4300, highest: 6730 7000 7240 7500 7800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 28 0.998 257.9 46.51 205.1 209.5
## .25 .50 .75 .90 .95
## 230.0 255.5 286.0 317.7 328.2
##
## lowest : 192 200 206 211 213, highest: 315 324 327 335 351
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 34 1 2064 703.6 1172 1368
## .25 .50 .75 .90 .95
## 1580 2121 2500 2676 3008
##
## lowest : 1020 1100 1190 1350 1380, highest: 2660 2700 2900 3440 3600
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 31 0.999 64.72 21.67 34.8 40.2
## .25 .50 .75 .90 .95
## 53.0 65.0 78.0 90.8 92.6
##
## lowest : 30 34 35 39 41, highest: 89 90 92 95 100
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 33 0.998 7913 1447 5970 6252
## .25 .50 .75 .90 .95
## 6922 8075 8900 9430 9624
##
## lowest : 5400 5800 6000 6140 6300, highest: 9400 9500 9610 9700 10111
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 31 0.999 140.1 16.3 121.7 123.4
## .25 .50 .75 .90 .95
## 129.2 137.0 148.8 156.6 167.3
##
## lowest : 116 120 122 124 126, highest: 156 158 167 169 184
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 23 0.997 71.67 13.97 57.85 61.35
## .25 .50 .75 .90 .95
## 63.00 68.50 76.50 79.00 82.05
##
## lowest : 54.0 57.0 58.0 61.0 61.5, highest: 78.0 79.0 81.0 88.0 172.0
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 35 3 23 0.998 31.37 8.755 20.00 21.72
## .25 .50 .75 .90 .95
## 25.50 32.00 35.50 41.00 42.30
##
## lowest : 18.0 20.0 21.0 22.8 23.0, highest: 40.0 41.0 42.0 43.0 50.0
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 37 1 11 0.971 5.595 2.757 3.0 3.0
## .25 .50 .75 .90 .95
## 4.0 5.0 7.0 9.0 10.2
##
## lowest : 2 3 4 5 6, highest: 8 9 10 11 12
##
## Value 2 3 4 5 6 7 8 9 10 11 12
## Frequency 1 7 9 2 7 3 3 2 1 1 1
## Proportion 0.027 0.189 0.243 0.054 0.189 0.081 0.081 0.054 0.027 0.027 0.027
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 38 0 3
##
## Value Complete Incomplet
## Frequency 1 36 1
## Proportion 0.026 0.947 0.026
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 38 0 8
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG LSG
## Frequency 5 1 10 1 12 2 1 6
## Proportion 0.132 0.026 0.263 0.026 0.316 0.053 0.026 0.158
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 38 0 7
##
## lowest : Exacerbation BPCO Autre Pneumatocèle Pneumomédiastin
## highest: Autre Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## (26, 0.684), Exacerbation BPCO (5, 0.132), Autre (1, 0.026), Pneumatocèle (1,
## 0.026), Pneumomédiastin (1, 0.026), Pneumonie (1, 0.026), Pneumothorax (3,
## 0.079)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 12 26 6 0.948 5.083 8.5
##
## lowest : 0 1 2 3 17, highest: 1 2 3 17 34
##
## Value 0 1 2 3 17 34
## Frequency 4 3 2 1 1 1
## Proportion 0.333 0.250 0.167 0.083 0.083 0.083
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 7 31 5 0.964 10.86 14.67
##
## lowest : 0 3 6 7 30, highest: 0 3 6 7 30
##
## Value 0 3 6 7 30
## Frequency 2 1 1 1 2
## Proportion 0.286 0.143 0.143 0.143 0.286
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 28 0.999 1008 338.3 622 654
## .25 .50 .75 .90 .95
## 810 960 1170 1390 1540
##
## lowest : 500 610 630 640 710, highest: 1350 1400 1500 1600 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 24 0.997 40.18 14.25 24.6 27.0
## .25 .50 .75 .90 .95
## 32.0 36.0 45.0 56.8 60.8
##
## lowest : 21 24 25 27 29, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 25 0.998 163 229.1 -170 -122
## .25 .50 .75 .90 .95
## 80 190 320 388 440
##
## lowest : -390 -200 -150 -140 -50, highest: 320 330 340 400 500
## --------------------------------------------------------------------------------
## pourcentage_gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 1 20.79 28.2 -20.43 -10.96
## .25 .50 .75 .90 .95
## 11.02 22.73 36.36 51.33 55.22
##
## lowest : -39.000000 -28.571429 -15.000000 -12.280702 -5.681818
## highest: 50.000000 51.666667 55.000000 55.555556 72.340426
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 32 6 31 1 2476 819.4 1433 1618
## .25 .50 .75 .90 .95
## 2072 2350 2860 3194 3531
##
## lowest : 1310 1400 1460 1610 1690, highest: 3140 3200 3450 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 32 6 26 0.998 81.5 26.11 47.40 52.30
## .25 .50 .75 .90 .95
## 62.25 81.50 100.00 106.00 111.60
##
## lowest : 38 43 51 52 55, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 31 7 31 1 430.9 668.5 -380 -280
## .25 .50 .75 .90 .95
## -65 380 795 1220 1325
##
## lowest : -550 -440 -320 -280 -260, highest: 1140 1220 1240 1410 1760
## --------------------------------------------------------------------------------
## pourcentage_gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 31 7 31 1 23.79 34.16 -16.80 -14.81
## .25 .50 .75 .90 .95
## -2.64 24.05 45.38 63.27 73.06
##
## lowest : -20.37 -16.92 -16.67 -14.81 -9.77, highest: 54.07 63.27 63.51 82.61 87.14
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 0.999 7347 1555 5600 5660
## .25 .50 .75 .90 .95
## 6370 7200 8190 9488 9816
##
## lowest : 5300 5600 5900 5940 6200, highest: 9480 9490 9800 9840 9910
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 23 0.996 130.2 19.28 112.2 118.4
## .25 .50 .75 .90 .95
## 123.0 130.0 139.0 149.8 155.0
##
## lowest : 43 111 113 118 120, highest: 149 150 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 33 5 30 0.999 -414.9 623 -1108 -1042
## .25 .50 .75 .90 .95
## -860 -380 -100 286 416
##
## lowest : -1570 -1120 -1100 -1050 -1010, highest: 230 300 400 440 580
## --------------------------------------------------------------------------------
## pourcentage_gain_CPT_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 33 1 -5.4 7.813 -15.586 -13.458
## .25 .50 .75 .90 .95
## -10.658 -5.595 -1.190 3.060 5.524
##
## lowest : -17.640 -16.667 -14.865 -13.672 -12.603
## highest: 2.669 3.158 4.862 6.517 6.667
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 1 4399 1224 2668 2958
## .25 .50 .75 .90 .95
## 3750 4490 4980 5542 6028
##
## lowest : 2100 2620 2700 2900 3190, highest: 5430 5570 5880 6250 6890
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 28 0.999 211.6 44.53 158.4 165.8
## .25 .50 .75 .90 .95
## 186.0 207.0 240.0 261.0 271.6
##
## lowest : 137 150 164 173 176, highest: 246 261 268 277 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 1 -939.1 846.4 -2156 -2018
## .25 .50 .75 .90 .95
## -1270 -920 -450 -28 72
##
## lowest : -2620 -2240 -2100 -2040 -1930, highest: -100 -10 0 180 210
## --------------------------------------------------------------------------------
## pourcentage_gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 33 1 -17.55 14.9 -41.842 -34.830
## .25 .50 .75 .90 .95
## -26.660 -16.870 -9.450 -0.536 1.256
##
## lowest : -46.15 -46.09 -39.01 -34.93 -34.43, highest: -2.04 -0.16 0.00 3.14 3.16
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 25 13 25 1 423.7 106.7 278.4 310.8
## .25 .50 .75 .90 .95
## 375.0 425.0 476.0 515.8 567.8
##
## lowest : 180 276 288 345 355, highest: 488 505 523 579 625
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 26 12 12 0.983 82.73 5.769 72.5 78.0
## .25 .50 .75 .90 .95
## 80.0 84.0 85.0 89.5 91.5
##
## lowest : 70 71 77 79 80, highest: 84 85 89 90 92
##
## Value 70 71 77 79 80 82 83 84 85 89 90
## Frequency 1 1 1 3 3 1 2 5 5 1 1
## Proportion 0.038 0.038 0.038 0.115 0.115 0.038 0.077 0.192 0.192 0.038 0.038
##
## Value 92
## Frequency 2
## Proportion 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 26 12 10 0.98 5.577 1.732 3.125 3.750
## .25 .50 .75 .90 .95
## 4.500 5.750 6.750 7.750 8.000
##
## lowest : 3.0 3.5 4.0 4.5 5.0, highest: 5.5 6.0 7.0 7.5 8.0
##
## Value 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 2 1 2 3 4 1 6 3 1 3
## Proportion 0.077 0.038 0.077 0.115 0.154 0.038 0.231 0.115 0.038 0.115
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 25 13 25 1 53.8 122.6 -83.4 -47.4
## .25 .50 .75 .90 .95
## -17.0 63.0 90.0 157.0 169.0
##
## lowest : -230 -92 -49 -45 -35, highest: 124 145 165 170 442
## --------------------------------------------------------------------------------
## pourcentage_gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 25 13 25 1 26.91 52.77 -17.802 -10.113
## .25 .50 .75 .90 .95
## -3.484 16.667 33.333 60.133 132.519
##
## lowest : -56.097561 -19.574468 -10.714286 -9.210526 -8.844765
## highest: 42.176871 48.333333 68.000000 148.648649 241.530055
## --------------------------------------------------------------------------------
## MMRC_1
## n missing distinct Info Mean Gmd
## 25 13 4 0.894 2.08 1.06
##
## Value 1 2 3 4
## Frequency 9 6 9 1
## Proportion 0.36 0.24 0.36 0.04
## --------------------------------------------------------------------------------
## Gain_MMRC_1
## n missing distinct Info Mean Gmd
## 19 19 4 0.868 -0.9474 0.924
##
## Value -2 -1 0 1
## Frequency 5 9 4 1
## Proportion 0.263 0.474 0.211 0.053
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 22 0.997 22.47 3.795 17.60 18.60
## .25 .50 .75 .90 .95
## 20.00 22.70 25.00 25.96 27.40
##
## lowest : 16.0 17.0 18.0 18.5 19.0, highest: 25.0 25.8 26.0 29.5 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 25 13 8 0.97 3.6 2.093
##
## lowest : 0 1 2 3 4, highest: 3 4 5 6 7
##
## Value 0 1 2 3 4 5 6 7
## Frequency 1 1 6 5 4 4 2 2
## Proportion 0.04 0.04 0.24 0.20 0.16 0.16 0.08 0.08
## --------------------------------------------------------------------------------
## Gain_BODE.calculé_1
## n missing distinct Info Mean Gmd
## 24 14 7 0.924 -1.917 1.464
##
## lowest : -5 -4 -3 -2 -1, highest: -3 -2 -1 0 2
##
## Value -5 -4 -3 -2 -1 0 2
## Frequency 1 1 5 9 6 1 1
## Proportion 0.042 0.042 0.208 0.375 0.250 0.042 0.042
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 18 20 17 0.999 961.1 303.7 498.5 605.0
## .25 .50 .75 .90 .95
## 812.5 960.0 1137.5 1309.0 1333.0
##
## lowest : 490 500 650 800 850, highest: 1150 1250 1300 1330 1350
##
## Value 490 500 650 800 850 880 900 940 980 1000 1030
## Frequency 1 1 1 2 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 1100 1150 1250 1300 1330 1350
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 12 0.994 38.82 14.16 24.4 26.0
## .25 .50 .75 .90 .95
## 28.0 38.0 43.0 56.4 57.4
##
## lowest : 18 26 27 28 34, highest: 41 43 56 57 59
##
## Value 18 26 27 28 34 36 38 41 43 56 57
## Frequency 1 2 1 1 1 2 2 2 1 2 1
## Proportion 0.059 0.118 0.059 0.059 0.059 0.118 0.118 0.118 0.059 0.118 0.059
##
## Value 59
## Frequency 1
## Proportion 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 18 20 13 0.991 133.3 159.5 -110.5 -72.0
## .25 .50 .75 .90 .95
## 100.0 135.0 187.5 350.0 353.0
##
## lowest : -170 -100 -60 90 100, highest: 150 200 230 350 370
##
## Value -170 -100 -60 90 100 120 130 140 150 200 230
## Frequency 1 1 1 1 3 1 1 1 3 1 1
## Proportion 0.056 0.056 0.056 0.056 0.167 0.056 0.056 0.056 0.167 0.056 0.056
##
## Value 350 370
## Frequency 2 1
## Proportion 0.111 0.056
## --------------------------------------------------------------------------------
## pourcentage_gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 15 23 15 1 17.12 20.35 -17.888 -6.046
## .25 .50 .75 .90 .95
## 10.765 17.050 27.380 39.230 42.560
##
## lowest : -20.73 -16.67 9.89 10.17 11.36, highest: 21.43 33.33 35.00 42.05 43.75
##
## Value -20.73 -16.67 9.89 10.17 11.36 14.29 16.05 17.05 18.92
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067
##
## Value 20.91 21.43 33.33 35.00 42.05 43.75
## Frequency 1 1 1 1 1 1
## Proportion 0.067 0.067 0.067 0.067 0.067 0.067
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 2335 502.1 1720 1816
## .25 .50 .75 .90 .95
## 2000 2400 2650 2800 2972
##
## lowest : 1480 1780 1840 1960 2000, highest: 2650 2660 2700 2950 3060
##
## Value 1480 1780 1840 1960 2000 2100 2230 2390 2400 2500 2600
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 2650 2660 2700 2950 3060
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 15 0.998 79.53 25.84 42.6 50.2
## .25 .50 .75 .90 .95
## 66.0 79.0 101.0 106.4 107.2
##
## lowest : 41 43 55 57 66, highest: 94 101 106 107 108
##
## Value 41 43 55 57 66 67 78 79 82 89 94
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value 101 106 107 108
## Frequency 2 1 1 1
## Proportion 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 376.4 508.2 -280 -62
## .25 .50 .75 .90 .95
## 100 379 710 948 1022
##
## lowest : -600 -200 30 80 100, highest: 710 730 900 1020 1030
##
## Value -600 -200 30 80 100 200 210 250 379 420 500
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 640 710 730 900 1020 1030
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## pourcentage_gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 22.39 29.38 -10.792 -2.092
## .25 .50 .75 .90 .95
## 5.710 17.870 32.880 60.672 64.126
##
## lowest : -23.08 -7.72 1.66 4.00 5.71, highest: 32.88 40.25 60.00 61.68 73.91
##
## Value -23.08 -7.72 1.66 4.00 5.71 10.42 12.00 12.66 17.87
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 23.15 25.00 30.21 32.88 40.25 60.00 61.68 73.91
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 7476 1682 5726 6134
## .25 .50 .75 .90 .95
## 6400 7080 8870 9292 9590
##
## lowest : 5150 5870 6310 6340 6400, highest: 8870 9000 9200 9430 10230
##
## Value 5150 5870 6310 6340 6400 6500 6600 6820 7080 7200 7700
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 8400 8870 9000 9200 9430 10230
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 137.4 16.07 120.2 121.6
## .25 .50 .75 .90 .95
## 127.0 135.0 147.0 156.2 159.0
##
## lowest : 117 121 122 126 127, highest: 147 153 155 158 163
##
## Value 117 121 122 126 127 130 131 134 135 139 142
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 147 153 155 158 163
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 -333.6 737.7 -1402 -1184
## .25 .50 .75 .90 .95
## -800 -250 90 428 524
##
## lowest : -1530 -1370 -1060 -911 -800, highest: 90 280 380 500 620
##
## Value -1530 -1370 -1060 -911 -800 -450 -400 -320 -250 -200 -50
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059
##
## Value 90 280 380 500 620
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## pourcentage_gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 -4.399 8.901 -16.832 -15.224
## .25 .50 .75 .90 .95
## -9.010 -4.630 1.290 5.052 6.354
##
## lowest : -17.84 -16.58 -14.32 -10.96 -9.01, highest: 1.29 3.26 4.20 6.33 6.45
##
## Value -17.84 -16.58 -14.32 -10.96 -9.01 -7.12 -5.26 -4.76 -4.63
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value -2.94 -2.17 -0.73 1.29 3.26 4.20 6.33 6.45
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 4680 1558 3060 3164
## .25 .50 .75 .90 .95
## 3300 4620 5940 6184 6420
##
## lowest : 2860 3110 3200 3300 3570, highest: 5940 6000 6140 6250 7100
##
## Value 2860 3110 3200 3300 3570 4200 4500 4620 5000 5270 5300
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 5940 6000 6140 6250 7100
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 209.7 62.35 144.8 161.4
## .25 .50 .75 .90 .95
## 172.0 205.0 255.0 267.8 286.2
##
## lowest : 88 159 163 165 172, highest: 255 256 259 281 307
##
## Value 88 159 163 165 172 174 198 199 205 217 230
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 237 255 256 259 281 307
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 -754.1 927.9 -1808 -1688
## .25 .50 .75 .90 .95
## -1300 -540 -260 200 518
##
## lowest : -2120 -1730 -1660 -1600 -1300, highest: -260 -100 0 500 590
##
## Value -2120 -1730 -1660 -1600 -1300 -1130 -1100 -540 -440 -430 -400
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value -260 -100 0 500 590
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## pourcentage_gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 -14.11 17.69 -35.436 -30.620
## .25 .50 .75 .90 .95
## -25.710 -13.330 -4.150 4.168 10.542
##
## lowest : -40.54 -34.16 -28.26 -26.23 -25.71, highest: -4.15 -1.86 0.00 10.42 11.03
##
## Value -40.54 -34.16 -28.26 -26.23 -25.71 -25.58 -24.04 -15.19 -13.33
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value -10.47 -6.44 -5.33 -4.15 -1.86 0.00 10.42 11.03
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 10 0.986 84.08 6.923 75.0 79.2
## .25 .50 .75 .90 .95
## 81.0 86.0 88.0 89.8 90.8
##
## lowest : 69 79 80 81 82, highest: 86 88 89 90 92
##
## Value 69 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 2 1 1 3 1 1 1
## Proportion 0.077 0.077 0.077 0.154 0.077 0.077 0.231 0.077 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 13 1 416.4 181.3 148.0 250.8
## .25 .50 .75 .90 .95
## 363.0 453.0 480.0 582.4 616.8
##
## lowest : 28 228 342 363 380, highest: 470 480 560 588 660
##
## Value 28 228 342 363 380 393 453 468 470 480 560
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 588 660
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 12 26 7 0.951 7.083 1.879
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 1 3 1 4 1 1
## Proportion 0.083 0.083 0.250 0.083 0.333 0.083 0.083
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 15 23 4 0.698 0.8 1.238
##
## Value 0 1 2 3
## Frequency 10 1 1 3
## Proportion 0.667 0.067 0.067 0.200
## --------------------------------------------------------------------------------
## Gain_TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 13 1 37.46 132.4 -112.4 -82.6
## .25 .50 .75 .90 .95
## -72.0 58.0 126.0 175.8 182.8
##
## lowest : -155 -84 -77 -72 0, highest: 92 126 159 180 187
##
## Value -155 -84 -77 -72 0 1 58 72 92 126 159
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 180 187
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## pourcentage_gain_TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 13 1 9.552 46 -48.28 -22.48
## .25 .50 .75 .90 .95
## -15.16 14.15 46.63 57.48 59.00
##
## lowest : -84.70 -24.00 -16.38 -15.16 0.00, highest: 16.20 46.63 54.08 58.33 60.00
##
## Value -84.70 -24.00 -16.38 -15.16 0.00 0.28 14.15 14.75 16.20
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 46.63 54.08 58.33 60.00
## Frequency 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 13 25 4 0.882 1.923 1.154
##
## Value 1 2 3 4
## Frequency 6 3 3 1
## Proportion 0.462 0.231 0.231 0.077
## --------------------------------------------------------------------------------
## Gain_mMRC_2
## n missing distinct Info Mean Gmd
## 13 25 4 0.874 -1 1
##
## Value -2 -1 0 1
## Frequency 4 6 2 1
## Proportion 0.308 0.462 0.154 0.077
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 18 20 17 0.999 23.2 4.519 18.19 18.82
## .25 .50 .75 .90 .95
## 20.55 23.15 25.00 27.67 29.45
##
## lowest : 17.0 18.4 19.0 19.4 20.5, highest: 25.0 26.5 27.1 29.0 32.0
##
## Value 17.0 18.4 19.0 19.4 20.5 20.7 21.2 22.0 23.0 23.3 23.7
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 24.8 25.0 26.5 27.1 29.0 32.0
## Frequency 1 2 1 1 1 1
## Proportion 0.056 0.111 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 13 25 6 0.956 3.692 2.974
##
## lowest : 1 2 3 5 7, highest: 2 3 5 7 10
##
## Value 1 2 3 5 7 10
## Frequency 2 4 3 1 2 1
## Proportion 0.154 0.308 0.231 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## Gain_BODE_2
## n missing distinct Info Mean Gmd
## 13 25 5 0.876 -1.846 1.641
##
## lowest : -3 -2 -1 1 2, highest: -3 -2 -1 1 2
##
## Value -3 -2 -1 1 2
## Frequency 6 4 1 1 1
## Proportion 0.462 0.308 0.077 0.077 0.077
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 38 0 5
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 32 1 2
## Proportion 0.842 0.026 0.053
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 2
## Proportion 0.026 0.053
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 38 0 2
##
## Value Pneumothorax
## Frequency 37 1
## Proportion 0.974 0.026
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 29 9
## Proportion 0.763 0.237
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 38 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 29 4 5
## Proportion 0.763 0.105 0.132
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 9 29 9 1 7.884 7.848
##
## lowest : 1.40 1.60 2.03 4.33 5.37, highest: 5.37 7.03 13.37 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.37 7.03 13.37 17.03 18.80
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 38 0 10
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves Infection lid et pno recid, mais degradation clinique au bilan à 1 an donc repose le 30/10/21 Innefficacité clinique, paraclinique et surinf bronchique à repet
## highest: MAJ DYSPNEE APRES 2E POSE MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Nbre.de.raison Xcondition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_BODE.calculé_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_BODE.calculé_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.82463, p-value = 0.01357shapiro.test(Ttt_V$Gain_BODE.calculé_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_BODE.calculé_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.91571, p-value = 0.04698la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_BODE.calculé_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_BODE.calculé_1 by Ttt_V$Groupe
## F = 1.9374, num df = 12, denom df = 23, p-value = 0.1672
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.7538727 5.8714646
## sample estimates:
## ratio of variances
## 1.937409test de variance: accepté
wilcox.test(Ttt_V$Gain_BODE.calculé_1~Ttt_V$Groupe,var.test=TRUE)## Warning in wilcox.test.default(x = DATA[[1L]], y = DATA[[2L]], ...): impossible
## de calculer la p-value exacte avec des ex-aequos##
## Wilcoxon rank sum test with continuity correction
##
## data: Ttt_V$Gain_BODE.calculé_1 by Ttt_V$Groupe
## W = 211, p-value = 0.07303
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_BODE_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_BODE_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.87049, p-value = 0.1524shapiro.test(Ttt_V$Gain_BODE_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_BODE_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.735, p-value = 0.001272la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_BODE_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_BODE_2 by Ttt_V$Groupe
## F = 1.5619, num df = 7, denom df = 12, p-value = 0.4745
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.4330755 7.2875277
## sample estimates:
## ratio of variances
## 1.561893test de variance: accepté
wilcox.test(Ttt_V$Gain_BODE_2~Ttt_V$Groupe,var.test=TRUE)## Warning in wilcox.test.default(x = DATA[[1L]], y = DATA[[2L]], ...): impossible
## de calculer la p-value exacte avec des ex-aequos##
## Wilcoxon rank sum test with continuity correction
##
## data: Ttt_V$Gain_BODE_2 by Ttt_V$Groupe
## W = 63.5, p-value = 0.4161
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_TM6_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_TM6_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.85375, p-value = 0.03189shapiro.test(Ttt_V$Gain_TM6_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_TM6_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.89308, p-value = 0.01301la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_TM6_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_TM6_1 by Ttt_V$Groupe
## F = 0.52221, num df = 12, denom df = 24, p-value = 0.2413
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.2055015 1.5764002
## sample estimates:
## ratio of variances
## 0.5222097test de variance: accepté
wilcox.test(Ttt_V$Gain_TM6_1~Ttt_V$Groupe,var.test=TRUE)##
## Wilcoxon rank sum exact test
##
## data: Ttt_V$Gain_TM6_1 by Ttt_V$Groupe
## W = 115, p-value = 0.1499
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_TM6_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_TM6_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.92016, p-value = 0.221shapiro.test(Ttt_V$pourcentage_gain_TM6_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_TM6_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.72756, p-value = 1.752e-05la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_TM6_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_TM6_1 by Ttt_V$Groupe
## F = 0.13854, num df = 13, denom df = 24, p-value = 0.0006201
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.05537502 0.40083637
## sample estimates:
## ratio of variances
## 0.1385447test de variance: rejetée
wilcox.test(Ttt_V$pourcentage_gain_TM6_1~Ttt_V$Groupe,var.test=TRUE)##
## Wilcoxon rank sum exact test
##
## data: Ttt_V$pourcentage_gain_TM6_1 by Ttt_V$Groupe
## W = 120, p-value = 0.1113
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_TM6_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_TM6_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.86943, p-value = 0.1488shapiro.test(Ttt_V$Gain_TM6_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_TM6_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.94426, p-value = 0.5144la normalité: accepté -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_TM6_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_TM6_2 by Ttt_V$Groupe
## F = 0.81436, num df = 7, denom df = 12, p-value = 0.8146
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.2258029 3.7996724
## sample estimates:
## ratio of variances
## 0.8143616test de variance: accepté
t.test(Ttt_V$Gain_TM6_1~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_TM6_1 by Ttt_V$Groupe
## t = -1.6197, df = 31.955, p-value = 0.1151
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -123.54814 14.10198
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -0.9230769 53.8000000p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_TM6_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_TM6_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.91325, p-value = 0.3775shapiro.test(Ttt_V$pourcentage_gain_TM6_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_TM6_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.91861, p-value = 0.2402la normalité: accepté -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_TM6_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_TM6_2 by Ttt_V$Groupe
## F = 0.49155, num df = 7, denom df = 12, p-value = 0.353
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.1362955 2.2934972
## sample estimates:
## ratio of variances
## 0.4915518test de variance: accepté
t.test(Ttt_V$pourcentage_gain_TM6_2~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$pourcentage_gain_TM6_2 by Ttt_V$Groupe
## t = -0.1113, df = 18.544, p-value = 0.9126
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -33.39637 30.02925
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 7.868750 9.552308p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_VEMS_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VEMS_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.74773, p-value = 0.000424shapiro.test(Ttt_V$Gain_VEMS_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VEMS_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96165, p-value = 0.2876la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_VEMS_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_VEMS_1 by Ttt_V$Groupe
## F = 5.5371, num df = 16, denom df = 32, p-value = 3.998e-05
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 2.463106 14.137206
## sample estimates:
## ratio of variances
## 5.537094test de variance: rejetée
wilcox.test(Ttt_V$Gain_TM6_1~Ttt_V$Groupe,var.test=FALSE)##
## Wilcoxon rank sum exact test
##
## data: Ttt_V$Gain_TM6_1 by Ttt_V$Groupe
## W = 115, p-value = 0.1499
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_VEMS_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VEMS_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.74691, p-value = 0.0004141shapiro.test(Ttt_V$pourcentage_gain_VEMS_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VEMS_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.98203, p-value = 0.8451la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_VEMS_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_VEMS_1 by Ttt_V$Groupe
## F = 6.075, num df = 16, denom df = 32, p-value = 1.545e-05
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 2.702375 15.510513
## sample estimates:
## ratio of variances
## 6.074975test de variance: rejetée
wilcox.test(Ttt_V$pourcentage_gain_VEMS_1~Ttt_V$Groupe,var.test=FALSE)## Warning in wilcox.test.default(x = DATA[[1L]], y = DATA[[2L]], ...): impossible
## de calculer la p-value exacte avec des ex-aequos##
## Wilcoxon rank sum test with continuity correction
##
## data: Ttt_V$pourcentage_gain_VEMS_1 by Ttt_V$Groupe
## W = 244, p-value = 0.4609
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_VEMS_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VEMS_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.95181, p-value = 0.6636shapiro.test(Ttt_V$Gain_VEMS_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VEMS_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.92106, p-value = 0.135la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_VEMS_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_VEMS_2 by Ttt_V$Groupe
## F = 5.0678, num df = 11, denom df = 17, p-value = 0.003003
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.766003 16.630665
## sample estimates:
## ratio of variances
## 5.067792test de variance: rejetée
t.test(Ttt_V$Gain_VEMS_2~Ttt_V$Groupe,var.test=FALSE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_VEMS_2 by Ttt_V$Groupe
## t = -0.55151, df = 13.928, p-value = 0.59
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -268.9949 158.9949
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 78.33333 133.33333p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_VEMS_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VEMS_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.95867, p-value = 0.7646shapiro.test(Ttt_V$pourcentage_gain_VEMS_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VEMS_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.91409, p-value = 0.1564la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_VEMS_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_VEMS_2 by Ttt_V$Groupe
## F = 5.5726, num df = 11, denom df = 14, p-value = 0.003601
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.800759 18.717338
## sample estimates:
## ratio of variances
## 5.572609test de variance: rejetée
t.test(Ttt_V$pourcentage_gain_VEMS_2~Ttt_V$Groupe,var.test=FALSE)##
## Welch Two Sample t-test
##
## data: Ttt_V$pourcentage_gain_VEMS_2 by Ttt_V$Groupe
## t = -0.41483, df = 14.156, p-value = 0.6845
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -34.02542 22.98709
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 11.60083 17.12000p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_VR_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VR_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.98264, p-value = 0.9772shapiro.test(Ttt_V$Gain_VR_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VR_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.95762, p-value = 0.2212la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_VR_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_VR_1 by Ttt_V$Groupe
## F = 2.3431, num df = 16, denom df = 32, p-value = 0.03943
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.042300 5.982369
## sample estimates:
## ratio of variances
## 2.343104test de variance: rejetée
t.test(Ttt_V$Gain_TM6_1~Ttt_V$Groupe,var.test=FALSE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_TM6_1 by Ttt_V$Groupe
## t = -1.6197, df = 31.955, p-value = 0.1151
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -123.54814 14.10198
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -0.9230769 53.8000000p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_VR_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VR_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.97042, p-value = 0.8257shapiro.test(Ttt_V$pourcentage_gain_VR_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VR_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96334, p-value = 0.3205la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_VR_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_VR_1 by Ttt_V$Groupe
## F = 1.8863, num df = 16, denom df = 32, p-value = 0.1239
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.8391144 4.8161693
## sample estimates:
## ratio of variances
## 1.88634test de variance: accepté
t.test(Ttt_V$pourcentage_gain_VR_1~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$pourcentage_gain_VR_1 by Ttt_V$Groupe
## t = 2.9792, df = 25, p-value = 0.006348
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## 4.513916 24.732002
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -2.927647 -17.550606p-value > 0.05 : p value significative entre le pourcentage de gain de la VR du groupe 1 et le groupe 2
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_VR_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VR_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.9694, p-value = 0.8804shapiro.test(Ttt_V$Gain_VR_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_VR_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96311, p-value = 0.6905la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_VR_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_VR_2 by Ttt_V$Groupe
## F = 3.6967, num df = 10, denom df = 16, p-value = 0.01986
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.237939 12.924628
## sample estimates:
## ratio of variances
## 3.696689test de variance: rejetée
wilcox.test(Ttt_V$Gain_VR_2~Ttt_V$Groupe,var.test=FALSE)## Warning in wilcox.test.default(x = DATA[[1L]], y = DATA[[2L]], ...): impossible
## de calculer la p-value exacte avec des ex-aequos##
## Wilcoxon rank sum test with continuity correction
##
## data: Ttt_V$Gain_VR_2 by Ttt_V$Groupe
## W = 120.5, p-value = 0.2124
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_VR_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VR_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.94895, p-value = 0.6305shapiro.test(Ttt_V$pourcentage_gain_VR_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_VR_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96189, p-value = 0.6673la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_VR_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_VR_2 by Ttt_V$Groupe
## F = 2.5818, num df = 10, denom df = 16, p-value = 0.08804
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.8645849 9.0266440
## sample estimates:
## ratio of variances
## 2.581792test de variance: accepté
t.test(Ttt_V$pourcentage_gain_VR_2~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$pourcentage_gain_VR_2 by Ttt_V$Groupe
## t = 1.2646, df = 15.05, p-value = 0.2252
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -7.083894 27.767637
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -3.766364 -14.108235p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_CVF_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CVF_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.97885, p-value = 0.9538shapiro.test(Ttt_V$Gain_CVF_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CVF_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.97727, p-value = 0.7332la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_CVF_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_CVF_1 by Ttt_V$Groupe
## F = 0.92296, num df = 15, denom df = 30, p-value = 0.8995
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.4000428 2.4400626
## sample estimates:
## ratio of variances
## 0.9229602test de variance: accepté
t.test(Ttt_V$Gain_CVF_1~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_CVF_1 by Ttt_V$Groupe
## t = -0.93078, df = 31.536, p-value = 0.359
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -515.3263 192.2053
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 269.3750 430.9355p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_CVF_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CVF_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.9075, p-value = 0.106shapiro.test(Ttt_V$pourcentage_gain_CVF_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CVF_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96054, p-value = 0.3015la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_CVF_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_CVF_1 by Ttt_V$Groupe
## F = 1.1872, num df = 15, denom df = 30, p-value = 0.6653
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.5145663 3.1385996
## sample estimates:
## ratio of variances
## 1.187184test de variance: accepté
wilcox.test(Ttt_V$pourcentage_gain_CVF_1~Ttt_V$Groupe,var.test=TRUE)##
## Wilcoxon rank sum exact test
##
## data: Ttt_V$pourcentage_gain_CVF_1 by Ttt_V$Groupe
## W = 209, p-value = 0.3914
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_CVF_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CVF_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.96943, p-value = 0.8807shapiro.test(Ttt_V$Gain_CVF_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CVF_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96868, p-value = 0.7949la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_CVF_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_CVF_2 by Ttt_V$Groupe
## F = 4.7267, num df = 10, denom df = 16, p-value = 0.006021
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.582853 16.525681
## sample estimates:
## ratio of variances
## 4.726659test de variance: rejetée
t.test(Ttt_V$Gain_CVF_2~Ttt_V$Groupe,var.test=FALSE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_CVF_2 by Ttt_V$Groupe
## t = -0.58386, df = 12.776, p-value = 0.5695
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -843.1638 484.8857
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 197.2727 376.4118p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_CVF_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CVF_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.90989, p-value = 0.2802shapiro.test(Ttt_V$pourcentage_gain_CVF_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CVF_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96357, p-value = 0.6992la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_CVF_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_CVF_2 by Ttt_V$Groupe
## F = 2.5144, num df = 9, denom df = 16, p-value = 0.1033
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.8247337 9.4141932
## sample estimates:
## ratio of variances
## 2.51441test de variance: accepté
t.test(Ttt_V$pourcentage_gain_CVF_2~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$pourcentage_gain_CVF_2 by Ttt_V$Groupe
## t = -0.94689, df = 13.294, p-value = 0.3606
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -44.26199 17.24352
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 8.87900 22.38824p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_CPT[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CPT[Ttt_V$Groupe == "Groupe_1"]
## W = 0.92005, p-value = 0.148shapiro.test(Ttt_V$Gain_CPT[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CPT[Ttt_V$Groupe == "Groupe_2"]
## W = 0.97106, p-value = 0.5099la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_CPT~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_CPT by Ttt_V$Groupe
## F = 1.462, num df = 16, denom df = 32, p-value = 0.3513
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.6503416 3.7326916
## sample estimates:
## ratio of variances
## 1.461977test de variance: accepté
t.test(Ttt_V$Gain_CPT~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_CPT by Ttt_V$Groupe
## t = 1.8447, df = 27.552, p-value = 0.07586
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -37.6278 713.9736
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -76.70588 -414.87879p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_CPT_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CPT_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.93055, p-value = 0.2223shapiro.test(Ttt_V$pourcentage_gain_CPT_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CPT_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.96697, p-value = 0.4014la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_CPT_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_CPT_1 by Ttt_V$Groupe
## F = 1.2731, num df = 16, denom df = 32, p-value = 0.5439
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.5663418 3.2505671
## sample estimates:
## ratio of variances
## 1.273144test de variance: accepté
t.test(Ttt_V$pourcentage_gain_CPT_1~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$pourcentage_gain_CPT_1 by Ttt_V$Groupe
## t = 2.1219, df = 29.179, p-value = 0.04246
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## 0.1685171 9.0906380
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -0.7700588 -5.3996364p-value < 0.05 : significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_CPT_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CPT_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.96039, p-value = 0.7765shapiro.test(Ttt_V$Gain_CPT_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_CPT_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.9628, p-value = 0.6845la normalité: rejetée -> test de stuedent
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_CPT_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_CPT_2 by Ttt_V$Groupe
## F = 1.1405, num df = 10, denom df = 16, p-value = 0.7861
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.381912 3.987328
## sample estimates:
## ratio of variances
## 1.140451test de variance: accepté
t.test(Ttt_V$Gain_CPT_2~Ttt_V$Groupe,var.test=TRUE)##
## Welch Two Sample t-test
##
## data: Ttt_V$Gain_CPT_2 by Ttt_V$Groupe
## t = 1.0471, df = 20.452, p-value = 0.3073
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -263.9887 797.7106
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -66.72727 -333.58824p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$pourcentage_gain_CPT_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CPT_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.96521, p-value = 0.8345shapiro.test(Ttt_V$pourcentage_gain_CPT_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$pourcentage_gain_CPT_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.95795, p-value = 0.5933la normalité: acceptée -> test de Student
Evaluation de l’égalité des variances
var.test(Ttt_V$pourcentage_gain_CPT_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$pourcentage_gain_CPT_2 by Ttt_V$Groupe
## F = 1.1121, num df = 10, denom df = 16, p-value = 0.8198
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.3724145 3.8881696
## sample estimates:
## ratio of variances
## 1.11209condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_MMRC_1[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_MMRC_1[Ttt_V$Groupe == "Groupe_1"]
## W = 0.81172, p-value = 0.003913shapiro.test(Ttt_V$Gain_MMRC_1[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_MMRC_1[Ttt_V$Groupe == "Groupe_2"]
## W = 0.8617, p-value = 0.01046la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_MMRC_1~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_MMRC_1 by Ttt_V$Groupe
## F = 1.1527, num df = 15, denom df = 18, p-value = 0.7651
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.4322705 3.2183553
## sample estimates:
## ratio of variances
## 1.152744test de variance: accepté
test comparatif
wilcox.test(Ttt_V$Gain_MMRC_1~Ttt_V$Groupe,var.test=TRUE)## Warning in wilcox.test.default(x = DATA[[1L]], y = DATA[[2L]], ...): impossible
## de calculer la p-value exacte avec des ex-aequos##
## Wilcoxon rank sum test with continuity correction
##
## data: Ttt_V$Gain_MMRC_1 by Ttt_V$Groupe
## W = 174, p-value = 0.4486
## alternative hypothesis: true location shift is not equal to 0p-value > 0.05 : non significatif
condition de validité
est de Shapiro fait pour la normalité des données
shapiro.test(Ttt_V$Gain_mMRC_2[Ttt_V$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_mMRC_2[Ttt_V$Groupe == "Groupe_1"]
## W = 0.68429, p-value = 0.00093shapiro.test(Ttt_V$Gain_mMRC_2[Ttt_V$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: Ttt_V$Gain_mMRC_2[Ttt_V$Groupe == "Groupe_2"]
## W = 0.85574, p-value = 0.03387la normalité: rejetée -> test de Wilcoxon
Evaluation de l’égalité des variances
var.test(Ttt_V$Gain_mMRC_2~Ttt_V$Groupe)##
## F test to compare two variances
##
## data: Ttt_V$Gain_mMRC_2 by Ttt_V$Groupe
## F = 0.63333, num df = 8, denom df = 12, p-value = 0.5265
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.1803456 2.6597894
## sample estimates:
## ratio of variances
## 0.6333333test de variance: accepté
test comparatif
wilcox.test(Ttt_V$Gain_mMRC_2~Ttt_V$Groupe,var.test=TRUE)## Warning in wilcox.test.default(x = DATA[[1L]], y = DATA[[2L]], ...): impossible
## de calculer la p-value exacte avec des ex-aequos##
## Wilcoxon rank sum test with continuity correction
##
## data: Ttt_V$Gain_mMRC_2 by Ttt_V$Groupe
## W = 82, p-value = 0.1043
## alternative hypothesis: true location shift is not equal to 0Non significatif