Nous allons ici employer les données description :`
description <- read.csv2("C:/Users/mallah.s/Desktop/StatsTheses/These_Romane/description.csv", stringsAsFactors=TRUE)summary (package base)summary(description)## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe
## Limoge :13 001L : 1 Min. : 1 :11 F :19
## Toulouse:35 001T : 1 1st Qu.:10 Oui:37 M :28
## 002L : 1 Median :19 M : 1
## 002T : 1 Mean :19
## 003L : 1 3rd Qu.:28
## 003T : 1 Max. :37
## (Other):42 NA's :11
## Age_inclusion IMC.avant Etio Lobe_choisi volume_lobe_T._0
## Min. :49.26 Min. :14.00 defA1T: 6 : 1 Min. : 536
## 1st Qu.:57.44 1st Qu.:20.00 Tabac :42 LID : 6 1st Qu.:1430
## Median :61.90 Median :22.00 LIG :16 Median :1716
## Mean :61.53 Mean :22.95 LM : 1 Mean :1837
## 3rd Qu.:66.50 3rd Qu.:25.55 LSD : 8 3rd Qu.:2226
## Max. :74.24 Max. :33.00 LSDLM: 5 Max. :5360
## NA's :1 LSG :11 NA's :6
## Scinti_homogeneite X._perf_lobe.T DELTA_scinti StratX_Scissure
## : 3 Min. : 0.0 Min. : 0.00 :13
## Heterogene:27 1st Qu.: 8.0 1st Qu.:11.00 0 : 1
## Homogene :18 Median :12.0 Median :22.00 Compléte :26
## Mean :11.7 Mean :20.31 Incompléte : 2
## 3rd Qu.:16.0 3rd Qu.:28.00 Intermediare: 6
## Max. :22.0 Max. :47.00
## NA's :3 NA's :3
## StratX_homogeneite X._inf_910_cible diff_p_densite EFR1_MMRC_0
## : 2 Min. :57.00 Min. : 1.00 Min. :2.000
## Hétérogéne :22 1st Qu.:65.00 1st Qu.: 9.00 1st Qu.:3.000
## Homogène<15%:24 Median :70.00 Median :14.50 Median :3.000
## Mean :69.77 Mean :16.04 Mean :3.213
## 3rd Qu.:75.00 3rd Qu.:22.50 3rd Qu.:4.000
## Max. :87.00 Max. :40.00 Max. :4.000
## NA's :13 NA's :2 NA's :1
## EFR1_O2_effort._0 EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0
## : 1 Min. : 1.000 Min. : 480 Min. :17.00
## Effort:13 1st Qu.: 4.250 1st Qu.: 740 1st Qu.:26.12
## Non :22 Median : 6.000 Median : 875 Median :32.25
## Oui :12 Mean : 5.935 Mean : 920 Mean :33.33
## 3rd Qu.: 7.000 3rd Qu.:1020 3rd Qu.:36.20
## Max. :11.000 Max. :1820 Max. :70.00
## NA's :2
## EFR1_Tiffenau.._0 EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0
## Min. :25.00 Min. : 910 Min. : 24.00 Min. :1260
## 1st Qu.:31.00 1st Qu.:2000 1st Qu.: 56.00 1st Qu.:1740
## Median :38.90 Median :2520 Median : 77.00 Median :2400
## Mean :38.11 Mean :2595 Mean : 73.49 Mean :2445
## 3rd Qu.:44.85 3rd Qu.:3078 3rd Qu.: 86.00 3rd Qu.:2815
## Max. :53.00 Max. :4090 Max. :146.00 Max. :4520
## NA's :1 NA's :1
## EFR1_CVF.._0 EFR1_VR.ml_0 EFR1_VR.._0 EFR1_CPT.ml_0
## Min. : 37.00 Min. :3190 Min. :163.0 Min. : 5400
## 1st Qu.: 54.25 1st Qu.:4660 1st Qu.:213.0 1st Qu.: 7265
## Median : 70.50 Median :5335 Median :243.0 Median : 8205
## Mean : 71.77 Mean :5404 Mean :248.8 Mean : 8104
## 3rd Qu.: 83.00 3rd Qu.:6148 3rd Qu.:274.8 3rd Qu.: 8880
## Max. :138.00 Max. :7870 Max. :400.0 Max. :10300
## NA's :2
## EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0 EFR1_CRF_He_._0
## Min. :106.7 Min. :44.00 Min. :2250 Min. : 67.0
## 1st Qu.:124.8 1st Qu.:61.80 1st Qu.:3370 1st Qu.:123.0
## Median :138.0 Median :65.30 Median :4570 Median :156.0
## Mean :136.3 Mean :66.51 Mean :4800 Mean :151.7
## 3rd Qu.:147.0 3rd Qu.:73.25 3rd Qu.:6700 3rd Qu.:198.0
## Max. :163.0 Max. :84.00 Max. :7680 Max. :242.0
## NA's :19 NA's :19
## EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0 TM6_dist_parc_0
## Min. : 80 Min. :14.00 Min. : 18.00 Min. :135.0
## 1st Qu.: 820 1st Qu.:29.00 1st Qu.: 40.00 1st Qu.:289.5
## Median :1310 Median :35.00 Median : 47.00 Median :370.0
## Mean :1852 Mean :34.52 Mean : 50.44 Mean :368.2
## 3rd Qu.:2600 3rd Qu.:41.00 3rd Qu.: 61.00 3rd Qu.:452.5
## Max. :5910 Max. :55.00 Max. :120.00 Max. :568.0
## NA's :19 NA's :6 NA's :7 NA's :4
## TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0
## Min. :72.00 Min. :90.00 Min. :7.37 Min. : 57.00
## 1st Qu.:80.75 1st Qu.:93.00 1st Qu.:7.41 1st Qu.: 65.15
## Median :84.50 Median :93.90 Median :7.42 Median : 69.75
## Mean :84.27 Mean :93.92 Mean :7.42 Mean : 71.84
## 3rd Qu.:90.00 3rd Qu.:95.30 3rd Qu.:7.43 3rd Qu.: 75.95
## Max. :95.00 Max. :96.90 Max. :7.47 Max. :107.00
## NA's :4 NA's :15 NA's :14 NA's :10
## pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0
## Min. :28.00 Min. :21.00 Min. :21.00 Min. :40.00
## 1st Qu.:36.00 1st Qu.:23.98 1st Qu.:28.00 1st Qu.:56.50
## Median :39.75 Median :25.80 Median :32.00 Median :61.00
## Mean :39.13 Mean :25.76 Mean :34.32 Mean :60.94
## 3rd Qu.:42.00 3rd Qu.:27.10 3rd Qu.:39.80 3rd Qu.:65.25
## Max. :48.00 Max. :34.10 Max. :48.60 Max. :75.00
## NA's :10 NA's :16 NA's :25 NA's :16
## Age_Broncho1 chartis._1 Chartis_comp_.1 complic_1
## Min. :49.26 :13 :24 Min. :0.0000
## 1st Qu.:57.40 non réalisé:10 complet:24 1st Qu.:0.0000
## Median :62.03 realisé :25 Median :0.0000
## Mean :61.59 Mean :0.2941
## 3rd Qu.:66.73 3rd Qu.:1.0000
## Max. :74.24 Max. :1.0000
## NA's :1 NA's :14
## PNO_1 EABPCO_1 hémoptysie_1 infection_1
## Min. :0.00000 Min. :0.00000 Min. :0.00000 Min. :0.0000
## 1st Qu.:0.00000 1st Qu.:0.00000 1st Qu.:0.00000 1st Qu.:0.0000
## Median :0.00000 Median :0.00000 Median :0.00000 Median :0.0000
## Mean :0.02128 Mean :0.08511 Mean :0.02857 Mean :0.1064
## 3rd Qu.:0.00000 3rd Qu.:0.00000 3rd Qu.:0.00000 3rd Qu.:0.0000
## Max. :1.00000 Max. :1.00000 Max. :1.00000 Max. :1.0000
## NA's :1 NA's :1 NA's :13 NA's :1
## Germe_1 delais_broncho1_2 complic_2 PNO_2
## Min. :0.0000 Min. :0.0200 Min. :0.0000 Min. :0.00000
## 1st Qu.:0.0000 1st Qu.:0.0800 1st Qu.:0.0000 1st Qu.:0.00000
## Median :0.0000 Median :0.0900 Median :0.0000 Median :0.00000
## Mean :0.3429 Mean :0.1877 Mean :0.4643 Mean :0.08333
## 3rd Qu.:1.0000 3rd Qu.:0.1550 3rd Qu.:1.0000 3rd Qu.:0.00000
## Max. :1.0000 Max. :1.3000 Max. :1.0000 Max. :1.00000
## NA's :13 NA's :9 NA's :20 NA's :12
## EABPCO_2 hémoptysie_2 infection_2 Germe_2 nombre_T._valves
## Min. :0.0000 Min. :0.00000 Min. :0.00000 :26 Min. : 2.000
## 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.00000 Non:12 1st Qu.: 5.000
## Median :0.0000 Median :0.00000 Median :0.00000 Oui:10 Median : 6.000
## Mean :0.3056 Mean :0.03571 Mean :0.08333 Mean : 6.213
## 3rd Qu.:1.0000 3rd Qu.:0.00000 3rd Qu.:0.00000 3rd Qu.: 8.000
## Max. :1.0000 Max. :1.00000 Max. :1.00000 Max. :15.000
## NA's :12 NA's :20 NA's :12 NA's :1
## Nbre_interventions Scan_Red_vol_2 Scan_scissure volume_lobe_T._.2
## Min. :1.000 : 6 : 6 Min. : 0.0
## 1st Qu.:2.000 Non: 7 atél cplte :12 1st Qu.: 54.5
## Median :2.000 Oui:35 Inchangé : 7 Median : 821.5
## Mean :1.979 modif scissure: 7 Mean : 905.3
## 3rd Qu.:2.000 Segmentaire :16 3rd Qu.:1533.2
## Max. :4.000 Max. :2271.0
## NA's :6
## Repondeur
## : 1
## non repondeur:19
## repondeur :28
##
##
##
## by(description, description$Repondeur, summary)## description$Repondeur:
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe
## Limoge :0 028T :1 Min. : NA :1 F :0
## Toulouse:1 001L :0 1st Qu.: NA Oui:0 M :1
## 001T :0 Median : NA M :0
## 002L :0 Mean :NaN
## 002T :0 3rd Qu.: NA
## 003L :0 Max. : NA
## (Other):0 NA's :1
## Age_inclusion IMC.avant Etio Lobe_choisi volume_lobe_T._0
## Min. :57.86 Min. :30 defA1T:0 :0 Min. : NA
## 1st Qu.:57.86 1st Qu.:30 Tabac :1 LID :0 1st Qu.: NA
## Median :57.86 Median :30 LIG :0 Median : NA
## Mean :57.86 Mean :30 LM :0 Mean :NaN
## 3rd Qu.:57.86 3rd Qu.:30 LSD :0 3rd Qu.: NA
## Max. :57.86 Max. :30 LSDLM:0 Max. : NA
## LSG :1 NA's :1
## Scinti_homogeneite X._perf_lobe.T DELTA_scinti StratX_Scissure
## :0 Min. :18 Min. :36 :0
## Heterogene:1 1st Qu.:18 1st Qu.:36 0 :0
## Homogene :0 Median :18 Median :36 Compléte :1
## Mean :18 Mean :36 Incompléte :0
## 3rd Qu.:18 3rd Qu.:36 Intermediare:0
## Max. :18 Max. :36
##
## StratX_homogeneite X._inf_910_cible diff_p_densite EFR1_MMRC_0
## :0 Min. :60 Min. :18 Min. :4
## Hétérogéne :1 1st Qu.:60 1st Qu.:18 1st Qu.:4
## Homogène<15%:0 Median :60 Median :18 Median :4
## Mean :60 Mean :18 Mean :4
## 3rd Qu.:60 3rd Qu.:18 3rd Qu.:4
## Max. :60 Max. :18 Max. :4
##
## EFR1_O2_effort._0 EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0 EFR1_Tiffenau.._0
## :0 Min. :8 Min. :990 Min. :32.5 Min. :25
## Effort:1 1st Qu.:8 1st Qu.:990 1st Qu.:32.5 1st Qu.:25
## Non :0 Median :8 Median :990 Median :32.5 Median :25
## Oui :0 Mean :8 Mean :990 Mean :32.5 Mean :25
## 3rd Qu.:8 3rd Qu.:990 3rd Qu.:32.5 3rd Qu.:25
## Max. :8 Max. :990 Max. :32.5 Max. :25
##
## EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0 EFR1_CVF.._0 EFR1_VR.ml_0
## Min. :3950 Min. :100 Min. :3600 Min. :95 Min. :4700
## 1st Qu.:3950 1st Qu.:100 1st Qu.:3600 1st Qu.:95 1st Qu.:4700
## Median :3950 Median :100 Median :3600 Median :95 Median :4700
## Mean :3950 Mean :100 Mean :3600 Mean :95 Mean :4700
## 3rd Qu.:3950 3rd Qu.:100 3rd Qu.:3600 3rd Qu.:95 3rd Qu.:4700
## Max. :3950 Max. :100 Max. :3600 Max. :95 Max. :4700
##
## EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0
## Min. :213 Min. :8660 Min. :138 Min. :54 Min. :5370
## 1st Qu.:213 1st Qu.:8660 1st Qu.:138 1st Qu.:54 1st Qu.:5370
## Median :213 Median :8660 Median :138 Median :54 Median :5370
## Mean :213 Mean :8660 Mean :138 Mean :54 Mean :5370
## 3rd Qu.:213 3rd Qu.:8660 3rd Qu.:138 3rd Qu.:54 3rd Qu.:5370
## Max. :213 Max. :8660 Max. :138 Max. :54 Max. :5370
##
## EFR1_CRF_He_._0 EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0 TM6_dist_parc_0
## Min. :161 Min. :870 Min. :35 Min. :48 Min. :177
## 1st Qu.:161 1st Qu.:870 1st Qu.:35 1st Qu.:48 1st Qu.:177
## Median :161 Median :870 Median :35 Median :48 Median :177
## Mean :161 Mean :870 Mean :35 Mean :48 Mean :177
## 3rd Qu.:161 3rd Qu.:870 3rd Qu.:35 3rd Qu.:48 3rd Qu.:177
## Max. :161 Max. :870 Max. :35 Max. :48 Max. :177
##
## TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0 pCO2._0
## Min. :78 Min. :93.4 Min. :7.39 Min. :69.5 Min. :42
## 1st Qu.:78 1st Qu.:93.4 1st Qu.:7.39 1st Qu.:69.5 1st Qu.:42
## Median :78 Median :93.4 Median :7.39 Median :69.5 Median :42
## Mean :78 Mean :93.4 Mean :7.39 Mean :69.5 Mean :42
## 3rd Qu.:78 3rd Qu.:93.4 3rd Qu.:7.39 3rd Qu.:69.5 3rd Qu.:42
## Max. :78 Max. :93.4 Max. :7.39 Max. :69.5 Max. :42
##
## HCO3._0 ETT_PAPS._0 ETT_FEVG_0 Age_Broncho1 chartis._1
## Min. :25 Min. :34 Min. :54 Min. :57.86 :0
## 1st Qu.:25 1st Qu.:34 1st Qu.:54 1st Qu.:57.86 non réalisé:0
## Median :25 Median :34 Median :54 Median :57.86 realisé :1
## Mean :25 Mean :34 Mean :54 Mean :57.86
## 3rd Qu.:25 3rd Qu.:34 3rd Qu.:54 3rd Qu.:57.86
## Max. :25 Max. :34 Max. :54 Max. :57.86
##
## Chartis_comp_.1 complic_1 PNO_1 EABPCO_1 hémoptysie_1 infection_1
## :0 Min. :0 Min. :0 Min. :0 Min. :0 Min. :0
## complet:1 1st Qu.:0 1st Qu.:0 1st Qu.:0 1st Qu.:0 1st Qu.:0
## Median :0 Median :0 Median :0 Median :0 Median :0
## Mean :0 Mean :0 Mean :0 Mean :0 Mean :0
## 3rd Qu.:0 3rd Qu.:0 3rd Qu.:0 3rd Qu.:0 3rd Qu.:0
## Max. :0 Max. :0 Max. :0 Max. :0 Max. :0
##
## Germe_1 delais_broncho1_2 complic_2 PNO_2 EABPCO_2
## Min. :0 Min. :0.11 Min. :1 Min. :1 Min. :0
## 1st Qu.:0 1st Qu.:0.11 1st Qu.:1 1st Qu.:1 1st Qu.:0
## Median :0 Median :0.11 Median :1 Median :1 Median :0
## Mean :0 Mean :0.11 Mean :1 Mean :1 Mean :0
## 3rd Qu.:0 3rd Qu.:0.11 3rd Qu.:1 3rd Qu.:1 3rd Qu.:0
## Max. :0 Max. :0.11 Max. :1 Max. :1 Max. :0
##
## hémoptysie_2 infection_2 Germe_2 nombre_T._valves Nbre_interventions
## Min. :0 Min. :0 :1 Min. :4 Min. :2
## 1st Qu.:0 1st Qu.:0 Non:0 1st Qu.:4 1st Qu.:2
## Median :0 Median :0 Oui:0 Median :4 Median :2
## Mean :0 Mean :0 Mean :4 Mean :2
## 3rd Qu.:0 3rd Qu.:0 3rd Qu.:4 3rd Qu.:2
## Max. :0 Max. :0 Max. :4 Max. :2
##
## Scan_Red_vol_2 Scan_scissure volume_lobe_T._.2 Repondeur
## :1 :1 Min. : NA :1
## Non:0 atél cplte :0 1st Qu.: NA non repondeur:0
## Oui:0 Inchangé :0 Median : NA repondeur :0
## modif scissure:0 Mean :NaN
## Segmentaire :0 3rd Qu.: NA
## Max. : NA
## NA's :1
## ------------------------------------------------------------
## description$Repondeur: non repondeur
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe
## Limoge : 8 001L : 1 Min. : 2.00 : 2 F : 8
## Toulouse:11 002T : 1 1st Qu.: 8.00 Oui:17 M :11
## 003L : 1 Median :24.00 M : 0
## 004L : 1 Mean :19.71
## 004T : 1 3rd Qu.:29.00
## 005L : 1 Max. :36.00
## (Other):13 NA's :2
## Age_inclusion IMC.avant Etio Lobe_choisi volume_lobe_T._0
## Min. :50.14 Min. :14.00 defA1T: 3 :0 Min. : 536
## 1st Qu.:56.10 1st Qu.:19.00 Tabac :16 LID :3 1st Qu.:1384
## Median :61.77 Median :21.00 LIG :7 Median :1462
## Mean :61.24 Mean :21.62 LM :0 Mean :1598
## 3rd Qu.:67.38 3rd Qu.:24.60 LSD :3 3rd Qu.:2003
## Max. :70.19 Max. :29.50 LSDLM:2 Max. :2825
## LSG :4 NA's :3
## Scinti_homogeneite X._perf_lobe.T DELTA_scinti StratX_Scissure
## : 0 Min. : 5.00 Min. : 4.00 :8
## Heterogene:10 1st Qu.:11.50 1st Qu.:18.00 0 :0
## Homogene : 9 Median :14.00 Median :22.00 Compléte :7
## Mean :14.42 Mean :24.42 Incompléte :0
## 3rd Qu.:18.00 3rd Qu.:31.00 Intermediare:4
## Max. :20.00 Max. :47.00
##
## StratX_homogeneite X._inf_910_cible diff_p_densite EFR1_MMRC_0
## : 0 Min. :60.0 Min. : 1.0 Min. :2.000
## Hétérogéne : 6 1st Qu.:65.5 1st Qu.: 8.5 1st Qu.:3.000
## Homogène<15%:13 Median :68.0 Median :12.0 Median :3.000
## Mean :68.0 Mean :12.0 Mean :3.105
## 3rd Qu.:70.5 3rd Qu.:16.0 3rd Qu.:3.500
## Max. :75.0 Max. :23.0 Max. :4.000
## NA's :8
## EFR1_O2_effort._0 EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0
## :0 Min. :1.000 Min. : 600.0 Min. :20.00
## Effort:4 1st Qu.:4.000 1st Qu.: 745.0 1st Qu.:30.50
## Non :8 Median :6.000 Median : 840.0 Median :32.00
## Oui :7 Mean :5.632 Mean : 930.5 Mean :34.56
## 3rd Qu.:7.000 3rd Qu.:1025.0 3rd Qu.:35.00
## Max. :9.000 Max. :1820.0 Max. :70.00
##
## EFR1_Tiffenau.._0 EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0
## Min. :25.00 Min. : 910 Min. : 24.00 Min. :1350
## 1st Qu.:31.00 1st Qu.:2150 1st Qu.: 62.00 1st Qu.:2015
## Median :40.00 Median :2650 Median : 80.00 Median :2510
## Mean :37.59 Mean :2681 Mean : 77.22 Mean :2526
## 3rd Qu.:43.90 3rd Qu.:3395 3rd Qu.: 85.50 3rd Qu.:3015
## Max. :53.00 Max. :4090 Max. :146.00 Max. :3750
##
## EFR1_CVF.._0 EFR1_VR.ml_0 EFR1_VR.._0 EFR1_CPT.ml_0
## Min. : 41.00 Min. :3190 Min. :176.0 Min. : 5650
## 1st Qu.: 54.75 1st Qu.:4370 1st Qu.:216.5 1st Qu.: 7210
## Median : 71.00 Median :5380 Median :236.0 Median : 7890
## Mean : 75.32 Mean :5131 Mean :235.3 Mean : 7927
## 3rd Qu.: 84.00 3rd Qu.:6050 3rd Qu.:247.5 3rd Qu.: 8840
## Max. :138.00 Max. :7060 Max. :312.0 Max. :10111
##
## EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0 EFR1_CRF_He_._0
## Min. :106.7 Min. :44.00 Min. :3370 Min. :117.0
## 1st Qu.:122.0 1st Qu.:61.45 1st Qu.:3715 1st Qu.:137.0
## Median :138.0 Median :63.00 Median :4570 Median :164.0
## Mean :134.7 Mean :64.67 Mean :5147 Mean :164.3
## 3rd Qu.:147.0 3rd Qu.:72.00 3rd Qu.:6705 3rd Qu.:194.0
## Max. :153.0 Max. :77.00 Max. :7320 Max. :201.0
## NA's :8 NA's :8
## EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0 TM6_dist_parc_0
## Min. : 80 Min. :14.00 Min. :18.00 Min. :252.0
## 1st Qu.: 610 1st Qu.:24.50 1st Qu.:39.00 1st Qu.:291.0
## Median :1240 Median :33.00 Median :43.00 Median :350.0
## Mean :1194 Mean :32.53 Mean :45.33 Mean :373.9
## 3rd Qu.:1800 3rd Qu.:40.00 3rd Qu.:51.50 3rd Qu.:457.5
## Max. :2600 Max. :53.00 Max. :77.00 Max. :541.0
## NA's :8 NA's :4 NA's :4
## TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0
## Min. :74.00 Min. :91.50 Min. :7.380 Min. : 60.00
## 1st Qu.:81.25 1st Qu.:93.00 1st Qu.:7.405 1st Qu.: 64.25
## Median :85.00 Median :93.80 Median :7.420 Median : 68.05
## Mean :84.56 Mean :93.98 Mean :7.419 Mean : 73.19
## 3rd Qu.:89.25 3rd Qu.:94.70 3rd Qu.:7.430 3rd Qu.: 79.70
## Max. :94.00 Max. :96.60 Max. :7.450 Max. :107.00
## NA's :1 NA's :8 NA's :8 NA's :5
## pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0
## Min. :28.00 Min. :22.80 Min. :26.20 Min. :40.00
## 1st Qu.:36.20 1st Qu.:24.50 1st Qu.:28.00 1st Qu.:54.50
## Median :38.65 Median :25.80 Median :34.00 Median :60.00
## Mean :39.01 Mean :26.24 Mean :35.74 Mean :58.83
## 3rd Qu.:41.60 3rd Qu.:26.85 3rd Qu.:42.20 3rd Qu.:65.25
## Max. :48.00 Max. :34.10 Max. :48.60 Max. :70.00
## NA's :5 NA's :8 NA's :9 NA's :7
## Age_Broncho1 chartis._1 Chartis_comp_.1 complic_1 PNO_1
## Min. :50.14 :8 :10 Min. :0.0 Min. :0
## 1st Qu.:56.10 non réalisé:2 complet: 9 1st Qu.:0.0 1st Qu.:0
## Median :61.77 realisé :9 Median :0.0 Median :0
## Mean :61.24 Mean :0.2 Mean :0
## 3rd Qu.:67.38 3rd Qu.:0.0 3rd Qu.:0
## Max. :70.19 Max. :1.0 Max. :0
## NA's :9
## EABPCO_1 hémoptysie_1 infection_1 Germe_1
## Min. :0.00000 Min. :0 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.00000 1st Qu.:0 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.00000 Median :0 Median :0.0000 Median :0.0000
## Mean :0.05263 Mean :0 Mean :0.1053 Mean :0.2727
## 3rd Qu.:0.00000 3rd Qu.:0 3rd Qu.:0.0000 3rd Qu.:0.5000
## Max. :1.00000 Max. :0 Max. :1.0000 Max. :1.0000
## NA's :8 NA's :8
## delais_broncho1_2 complic_2 PNO_2 EABPCO_2
## Min. :0.0700 Min. :0.0000 Min. :0.00000 Min. :0.0000
## 1st Qu.:0.0975 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000
## Median :0.1400 Median :1.0000 Median :0.00000 Median :0.0000
## Mean :0.2375 Mean :0.5556 Mean :0.07143 Mean :0.4286
## 3rd Qu.:0.2175 3rd Qu.:1.0000 3rd Qu.:0.00000 3rd Qu.:1.0000
## Max. :1.3000 Max. :1.0000 Max. :1.00000 Max. :1.0000
## NA's :3 NA's :10 NA's :5 NA's :5
## hémoptysie_2 infection_2 Germe_2 nombre_T._valves Nbre_interventions
## Min. :0 Min. :0 :10 Min. :4.000 Min. :1.000
## 1st Qu.:0 1st Qu.:0 Non: 5 1st Qu.:5.000 1st Qu.:2.000
## Median :0 Median :0 Oui: 4 Median :6.000 Median :2.000
## Mean :0 Mean :0 Mean :6.316 Mean :1.895
## 3rd Qu.:0 3rd Qu.:0 3rd Qu.:8.000 3rd Qu.:2.000
## Max. :0 Max. :0 Max. :8.000 Max. :2.000
## NA's :10 NA's :5
## Scan_Red_vol_2 Scan_scissure volume_lobe_T._.2 Repondeur
## : 3 :3 Min. : 54.0 : 0
## Non: 4 atél cplte :1 1st Qu.: 691.8 non repondeur:19
## Oui:12 Inchangé :4 Median :1158.5 repondeur : 0
## modif scissure:3 Mean :1201.4
## Segmentaire :8 3rd Qu.:1667.5
## Max. :2090.0
## NA's :3
## ------------------------------------------------------------
## description$Repondeur: repondeur
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe
## Limoge : 5 001T : 1 Min. : 1.00 : 8 F :11
## Toulouse:23 002L : 1 1st Qu.:11.75 Oui:20 M :16
## 003T : 1 Median :17.00 M : 1
## 006T : 1 Mean :18.40
## 007T : 1 3rd Qu.:23.00
## 008L : 1 Max. :37.00
## (Other):22 NA's :8
## Age_inclusion IMC.avant Etio Lobe_choisi volume_lobe_T._0
## Min. :49.26 Min. :17.00 defA1T: 3 :1 Min. : 942
## 1st Qu.:57.74 1st Qu.:20.90 Tabac :25 LID :3 1st Qu.:1505
## Median :62.80 Median :22.00 LIG :9 Median :1762
## Mean :61.85 Mean :23.62 LM :1 Mean :1985
## 3rd Qu.:65.63 3rd Qu.:26.05 LSD :5 3rd Qu.:2302
## Max. :74.24 Max. :33.00 LSDLM:3 Max. :5360
## NA's :1 LSG :6 NA's :2
## Scinti_homogeneite X._perf_lobe.T DELTA_scinti StratX_Scissure
## : 3 Min. : 0.000 Min. : 0.00 : 5
## Heterogene:16 1st Qu.: 6.000 1st Qu.: 6.00 0 : 1
## Homogene : 9 Median :10.000 Median :15.00 Compléte :18
## Mean : 9.376 Mean :16.56 Incompléte : 2
## 3rd Qu.:13.000 3rd Qu.:24.00 Intermediare: 2
## Max. :22.000 Max. :44.00
## NA's :3 NA's :3
## StratX_homogeneite X._inf_910_cible diff_p_densite EFR1_MMRC_0
## : 2 Min. :57.00 Min. : 3.00 Min. :2.000
## Hétérogéne :15 1st Qu.:66.50 1st Qu.: 9.25 1st Qu.:3.000
## Homogène<15%:11 Median :71.00 Median :17.00 Median :3.000
## Mean :71.04 Mean :18.92 Mean :3.259
## 3rd Qu.:76.00 3rd Qu.:28.75 3rd Qu.:4.000
## Max. :87.00 Max. :40.00 Max. :4.000
## NA's :5 NA's :2 NA's :1
## EFR1_O2_effort._0 EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0
## : 1 Min. : 3.000 Min. : 480.0 Min. :17.00
## Effort: 8 1st Qu.: 5.000 1st Qu.: 737.5 1st Qu.:24.88
## Non :14 Median : 6.000 Median : 880.0 Median :32.00
## Oui : 5 Mean : 6.077 Mean : 910.4 Mean :32.53
## 3rd Qu.: 7.000 3rd Qu.:1025.0 3rd Qu.:37.83
## Max. :11.000 Max. :1580.0 Max. :57.00
## NA's :2
## EFR1_Tiffenau.._0 EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0
## Min. :26.00 Min. :1300 Min. : 37.00 Min. :1260
## 1st Qu.:31.00 1st Qu.:1965 1st Qu.: 52.50 1st Qu.:1715
## Median :38.90 Median :2425 Median : 66.00 Median :2220
## Mean :38.93 Mean :2488 Mean : 69.89 Mean :2345
## 3rd Qu.:45.50 3rd Qu.:2930 3rd Qu.: 87.50 3rd Qu.:2595
## Max. :53.00 Max. :4040 Max. :105.00 Max. :4520
## NA's :1 NA's :1
## EFR1_CVF.._0 EFR1_VR.ml_0 EFR1_VR.._0 EFR1_CPT.ml_0
## Min. : 37.00 Min. :3300 Min. :163.0 Min. : 5400
## 1st Qu.: 54.25 1st Qu.:4782 1st Qu.:216.8 1st Qu.: 7345
## Median : 68.50 Median :5335 Median :262.0 Median : 8315
## Mean : 68.28 Mean :5614 Mean :259.2 Mean : 8204
## 3rd Qu.: 80.25 3rd Qu.:6708 3rd Qu.:298.8 3rd Qu.: 8968
## Max. :110.00 Max. :7870 Max. :400.0 Max. :10300
## NA's :2
## EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0 EFR1_CRF_He_._0
## Min. :108.0 Min. :53.00 Min. :2250 Min. : 67.0
## 1st Qu.:126.5 1st Qu.:62.75 1st Qu.:3030 1st Qu.:104.0
## Median :137.5 Median :67.50 Median :4270 Median :124.0
## Mean :137.3 Mean :68.20 Mean :4541 Mean :143.1
## 3rd Qu.:148.5 3rd Qu.:75.00 3rd Qu.:6240 3rd Qu.:199.0
## Max. :163.0 Max. :84.00 Max. :7680 Max. :242.0
## NA's :11 NA's :11
## EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0 TM6_dist_parc_0
## Min. : 410 Min. :20.00 Min. : 29.0 Min. :135.0
## 1st Qu.:1000 1st Qu.:30.00 1st Qu.: 42.0 1st Qu.:297.5
## Median :1900 Median :36.00 Median : 48.0 Median :389.5
## Mean :2336 Mean :35.65 Mean : 53.6 Mean :371.6
## 3rd Qu.:3190 3rd Qu.:41.00 3rd Qu.: 65.0 3rd Qu.:452.5
## Max. :5910 Max. :55.00 Max. :120.0 Max. :568.0
## NA's :11 NA's :2 NA's :3 NA's :4
## TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0
## Min. :72.00 Min. :90.00 Min. :7.370 Min. :57.00
## 1st Qu.:81.00 1st Qu.:93.00 1st Qu.:7.410 1st Qu.:67.40
## Median :85.00 Median :94.00 Median :7.420 Median :71.00
## Mean :84.32 Mean :93.92 Mean :7.422 Mean :71.12
## 3rd Qu.:90.00 3rd Qu.:95.50 3rd Qu.:7.430 3rd Qu.:75.00
## Max. :95.00 Max. :96.90 Max. :7.470 Max. :91.90
## NA's :3 NA's :7 NA's :6 NA's :5
## pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0
## Min. :30.40 Min. :21.00 Min. :21.00 Min. :51.00
## 1st Qu.:35.25 1st Qu.:23.68 1st Qu.:29.50 1st Qu.:59.50
## Median :41.00 Median :26.00 Median :32.00 Median :62.00
## Mean :39.07 Mean :25.54 Mean :33.17 Mean :62.63
## 3rd Qu.:42.50 3rd Qu.:27.10 3rd Qu.:37.25 3rd Qu.:66.00
## Max. :47.00 Max. :30.00 Max. :45.00 Max. :75.00
## NA's :5 NA's :8 NA's :16 NA's :9
## Age_Broncho1 chartis._1 Chartis_comp_.1 complic_1
## Min. :49.26 : 5 :14 Min. :0.0000
## 1st Qu.:57.66 non réalisé: 8 complet:14 1st Qu.:0.0000
## Median :63.57 realisé :15 Median :0.0000
## Mean :61.97 Mean :0.3478
## 3rd Qu.:65.84 3rd Qu.:1.0000
## Max. :74.24 Max. :1.0000
## NA's :1 NA's :5
## PNO_1 EABPCO_1 hémoptysie_1 infection_1
## Min. :0.00000 Min. :0.0000 Min. :0.00000 Min. :0.0000
## 1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000
## Median :0.00000 Median :0.0000 Median :0.00000 Median :0.0000
## Mean :0.03704 Mean :0.1111 Mean :0.04348 Mean :0.1111
## 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.:0.00000 3rd Qu.:0.0000
## Max. :1.00000 Max. :1.0000 Max. :1.00000 Max. :1.0000
## NA's :1 NA's :1 NA's :5 NA's :1
## Germe_1 delais_broncho1_2 complic_2 PNO_2
## Min. :0.0000 Min. :0.020 Min. :0.0000 Min. :0.00000
## 1st Qu.:0.0000 1st Qu.:0.080 1st Qu.:0.0000 1st Qu.:0.00000
## Median :0.0000 Median :0.085 Median :0.0000 Median :0.00000
## Mean :0.3913 Mean :0.155 Mean :0.3889 Mean :0.04762
## 3rd Qu.:1.0000 3rd Qu.:0.105 3rd Qu.:1.0000 3rd Qu.:0.00000
## Max. :1.0000 Max. :0.920 Max. :1.0000 Max. :1.00000
## NA's :5 NA's :6 NA's :10 NA's :7
## EABPCO_2 hémoptysie_2 infection_2 Germe_2 nombre_T._valves
## Min. :0.0000 Min. :0.00000 Min. :0.0000 :15 Min. : 2.000
## 1st Qu.:0.0000 1st Qu.:0.00000 1st Qu.:0.0000 Non: 7 1st Qu.: 4.000
## Median :0.0000 Median :0.00000 Median :0.0000 Oui: 6 Median : 6.000
## Mean :0.2381 Mean :0.05556 Mean :0.1429 Mean : 6.222
## 3rd Qu.:0.0000 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.: 8.000
## Max. :1.0000 Max. :1.00000 Max. :1.0000 Max. :15.000
## NA's :7 NA's :10 NA's :7 NA's :1
## Nbre_interventions Scan_Red_vol_2 Scan_scissure volume_lobe_T._.2
## Min. :1.000 : 2 : 2 Min. : 0.0
## 1st Qu.:2.000 Non: 3 atél cplte :11 1st Qu.: 0.0
## Median :2.000 Oui:23 Inchangé : 3 Median : 648.5
## Mean :2.036 modif scissure: 4 Mean : 723.1
## 3rd Qu.:2.000 Segmentaire : 8 3rd Qu.:1211.8
## Max. :4.000 Max. :2271.0
## NA's :2
## Repondeur
## : 0
## non repondeur: 0
## repondeur :28
##
##
##
## by(description, description$Centre, summary)## description$Centre: Limoge
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe
## Limoge :13 001L :1 Min. :25 : 0 F :6
## Toulouse: 0 002L :1 1st Qu.:28 Oui:13 M :7
## 003L :1 Median :31 M :0
## 004L :1 Mean :31
## 005L :1 3rd Qu.:34
## 006L :1 Max. :37
## (Other):7
## Age_inclusion IMC.avant Etio Lobe_choisi volume_lobe_T._0
## Min. :50.58 Min. :14.00 defA1T: 2 :1 Min. : 536
## 1st Qu.:54.37 1st Qu.:20.00 Tabac :11 LID :1 1st Qu.: 990
## Median :58.64 Median :22.00 LIG :6 Median :1238
## Mean :60.28 Mean :23.08 LM :0 Mean :1311
## 3rd Qu.:66.26 3rd Qu.:26.00 LSD :1 3rd Qu.:1553
## Max. :74.24 Max. :33.00 LSDLM:2 Max. :2336
## NA's :1 LSG :2 NA's :5
## Scinti_homogeneite X._perf_lobe.T DELTA_scinti StratX_Scissure
## :1 Min. :10.00 Min. : 1.00 :13
## Heterogene:8 1st Qu.:11.00 1st Qu.:12.00 0 : 0
## Homogene :4 Median :14.00 Median :20.50 Compléte : 0
## Mean :14.25 Mean :17.33 Incompléte : 0
## 3rd Qu.:16.00 3rd Qu.:22.00 Intermediare: 0
## Max. :22.00 Max. :34.00
## NA's :1 NA's :1
## StratX_homogeneite X._inf_910_cible diff_p_densite EFR1_MMRC_0
## :2 Min. : NA Min. : 1.00 Min. :2.00
## Hétérogéne :3 1st Qu.: NA 1st Qu.: 4.50 1st Qu.:2.00
## Homogène<15%:8 Median : NA Median :12.00 Median :3.00
## Mean :NaN Mean :10.09 Mean :2.75
## 3rd Qu.: NA 3rd Qu.:15.00 3rd Qu.:3.00
## Max. : NA Max. :17.00 Max. :4.00
## NA's :13 NA's :2 NA's :1
## EFR1_O2_effort._0 EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0
## :1 Min. :1.000 Min. : 480 Min. :20.00
## Effort:0 1st Qu.:3.750 1st Qu.: 750 1st Qu.:32.00
## Non :8 Median :4.000 Median :1050 Median :33.00
## Oui :4 Mean :4.833 Mean :1098 Mean :39.46
## 3rd Qu.:6.250 3rd Qu.:1330 3rd Qu.:47.00
## Max. :9.000 Max. :1820 Max. :70.00
## NA's :1
## EFR1_Tiffenau.._0 EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0
## Min. :25.00 Min. :1530 Min. : 53.00 Min. :1510
## 1st Qu.:30.00 1st Qu.:2760 1st Qu.: 80.00 1st Qu.:2550
## Median :40.00 Median :3460 Median : 85.00 Median :3370
## Mean :37.46 Mean :3252 Mean : 91.31 Mean :3155
## 3rd Qu.:44.00 3rd Qu.:3920 3rd Qu.:105.00 3rd Qu.:3750
## Max. :53.00 Max. :4090 Max. :146.00 Max. :4520
##
## EFR1_CVF.._0 EFR1_VR.ml_0 EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0
## Min. : 54.00 Min. :3190 Min. :163.0 Min. :6690 Min. :119.0
## 1st Qu.: 78.00 1st Qu.:4390 1st Qu.:189.0 1st Qu.:7280 1st Qu.:122.0
## Median : 89.00 Median :4730 Median :210.0 Median :8010 Median :130.0
## Mean : 91.54 Mean :4767 Mean :218.8 Mean :8019 Mean :134.8
## 3rd Qu.:110.00 3rd Qu.:5380 3rd Qu.:229.0 3rd Qu.:8770 3rd Qu.:147.0
## Max. :138.00 Max. :7060 Max. :312.0 Max. :9590 Max. :153.0
##
## EFR1_VR_CPT_0 EFR1_CRF_He_0 EFR1_CRF_He_._0 EFR1_Air_piege_0 EFR1_TLCO._0
## Min. :44.00 Min. : NA Min. : NA Min. : NA Min. :14.0
## 1st Qu.:54.00 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.:22.5
## Median :58.00 Median : NA Median : NA Median : NA Median :34.0
## Mean :59.46 Mean :NaN Mean :NaN Mean :NaN Mean :33.6
## 3rd Qu.:62.00 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.:41.0
## Max. :78.00 Max. : NA Max. : NA Max. : NA Max. :53.0
## NA's :13 NA's :13 NA's :13 NA's :3
## EFR1_KCO._.0 TM6_dist_parc_0 TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0
## Min. :18.00 Min. :210.0 Min. :80.00 Min. :90.00 Min. :7.4
## 1st Qu.:30.75 1st Qu.:318.8 1st Qu.:86.00 1st Qu.:90.75 1st Qu.:7.4
## Median :42.50 Median :427.5 Median :86.00 Median :91.50 Median :7.4
## Mean :42.40 Mean :391.7 Mean :88.09 Mean :91.50 Mean :7.4
## 3rd Qu.:50.00 3rd Qu.:461.2 3rd Qu.:91.00 3rd Qu.:92.25 3rd Qu.:7.4
## Max. :68.00 Max. :540.0 Max. :94.00 Max. :93.00 Max. :7.4
## NA's :3 NA's :1 NA's :2 NA's :11 NA's :12
## paO2._0 pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0
## Min. : 60.0 Min. :28.0 Min. : NA Min. :36 Min. :61.00
## 1st Qu.: 71.0 1st Qu.:31.0 1st Qu.: NA 1st Qu.:36 1st Qu.:63.25
## Median : 77.0 Median :34.0 Median : NA Median :36 Median :65.50
## Mean : 80.2 Mean :33.4 Mean :NaN Mean :36 Mean :65.50
## 3rd Qu.: 86.0 3rd Qu.:35.0 3rd Qu.: NA 3rd Qu.:36 3rd Qu.:67.75
## Max. :107.0 Max. :39.0 Max. : NA Max. :36 Max. :70.00
## NA's :8 NA's :8 NA's :13 NA's :12 NA's :11
## Age_Broncho1 chartis._1 Chartis_comp_.1 complic_1 PNO_1
## Min. :50.58 :13 :13 Min. : NA Min. :0
## 1st Qu.:54.19 non réalisé: 0 complet: 0 1st Qu.: NA 1st Qu.:0
## Median :59.53 realisé : 0 Median : NA Median :0
## Mean :60.42 Mean :NaN Mean :0
## 3rd Qu.:66.59 3rd Qu.: NA 3rd Qu.:0
## Max. :74.24 Max. : NA Max. :0
## NA's :1 NA's :13 NA's :1
## EABPCO_1 hémoptysie_1 infection_1 Germe_1 delais_broncho1_2
## Min. :0.00000 Min. : NA Min. :0 Min. : NA Min. :0.0600
## 1st Qu.:0.00000 1st Qu.: NA 1st Qu.:0 1st Qu.: NA 1st Qu.:0.1200
## Median :0.00000 Median : NA Median :0 Median : NA Median :0.1400
## Mean :0.08333 Mean :NaN Mean :0 Mean :NaN Mean :0.3127
## 3rd Qu.:0.00000 3rd Qu.: NA 3rd Qu.:0 3rd Qu.: NA 3rd Qu.:0.2800
## Max. :1.00000 Max. : NA Max. :0 Max. : NA Max. :1.3000
## NA's :1 NA's :13 NA's :1 NA's :13 NA's :2
## complic_2 PNO_2 EABPCO_2 hémoptysie_2 infection_2 Germe_2
## Min. : NA Min. :0 Min. :0.00 Min. : NA Min. :0 :13
## 1st Qu.: NA 1st Qu.:0 1st Qu.:0.00 1st Qu.: NA 1st Qu.:0 Non: 0
## Median : NA Median :0 Median :0.00 Median : NA Median :0 Oui: 0
## Mean :NaN Mean :0 Mean :0.25 Mean :NaN Mean :0
## 3rd Qu.: NA 3rd Qu.:0 3rd Qu.:0.25 3rd Qu.: NA 3rd Qu.:0
## Max. : NA Max. :0 Max. :1.00 Max. : NA Max. :0
## NA's :13 NA's :5 NA's :5 NA's :13 NA's :5
## nombre_T._valves Nbre_interventions Scan_Red_vol_2 Scan_scissure
## Min. :4.000 Min. :2 :5 :5
## 1st Qu.:5.000 1st Qu.:2 Non:1 atél cplte :2
## Median :5.500 Median :2 Oui:7 Inchangé :1
## Mean :6.083 Mean :2 modif scissure:0
## 3rd Qu.:8.000 3rd Qu.:2 Segmentaire :5
## Max. :8.000 Max. :2
## NA's :1
## volume_lobe_T._.2 Repondeur
## Min. : 54.0 :0
## 1st Qu.: 518.0 non repondeur:8
## Median : 902.5 repondeur :5
## Mean : 885.8
## 3rd Qu.:1275.0
## Max. :1731.0
## NA's :5
## ------------------------------------------------------------
## description$Centre: Toulouse
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe
## Limoge : 0 001T : 1 Min. : 1.00 :11 F :13
## Toulouse:35 002T : 1 1st Qu.: 6.75 Oui:24 M :21
## 003T : 1 Median :12.50 M : 1
## 004T : 1 Mean :12.50
## 005T : 1 3rd Qu.:18.25
## 006T : 1 Max. :24.00
## (Other):29 NA's :11
## Age_inclusion IMC.avant Etio Lobe_choisi volume_lobe_T._0
## Min. :49.26 Min. :16.10 defA1T: 4 : 0 Min. : 950
## 1st Qu.:58.16 1st Qu.:20.35 Tabac :31 LID : 5 1st Qu.:1458
## Median :63.57 Median :22.00 LIG :10 Median :1762
## Mean :61.99 Mean :22.90 LM : 1 Mean :1961
## 3rd Qu.:66.73 3rd Qu.:25.05 LSD : 7 3rd Qu.:2249
## Max. :71.70 Max. :30.50 LSDLM: 3 Max. :5360
## LSG : 9 NA's :1
## Scinti_homogeneite X._perf_lobe.T DELTA_scinti StratX_Scissure
## : 2 Min. : 0.00 Min. : 0.0 : 0
## Heterogene:19 1st Qu.: 6.00 1st Qu.:11.0 0 : 1
## Homogene :14 Median :10.70 Median :22.0 Compléte :26
## Mean :10.77 Mean :21.4 Incompléte : 2
## 3rd Qu.:17.00 3rd Qu.:30.0 Intermediare: 6
## Max. :20.00 Max. :47.0
## NA's :2 NA's :2
## StratX_homogeneite X._inf_910_cible diff_p_densite EFR1_MMRC_0
## : 0 Min. :57.00 Min. : 3.00 Min. :2.000
## Hétérogéne :19 1st Qu.:65.00 1st Qu.: 9.50 1st Qu.:3.000
## Homogène<15%:16 Median :70.00 Median :18.00 Median :3.000
## Mean :69.77 Mean :17.91 Mean :3.371
## 3rd Qu.:75.00 3rd Qu.:26.00 3rd Qu.:4.000
## Max. :87.00 Max. :40.00 Max. :4.000
##
## EFR1_O2_effort._0 EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0
## : 0 Min. : 4.000 Min. : 500 Min. :17.00
## Effort:13 1st Qu.: 6.000 1st Qu.: 740 1st Qu.:24.75
## Non :14 Median : 6.000 Median : 840 Median :32.00
## Oui : 8 Mean : 6.324 Mean : 854 Mean :31.06
## 3rd Qu.: 7.000 3rd Qu.: 950 3rd Qu.:35.00
## Max. :11.000 Max. :1470 Max. :47.00
## NA's :1
## EFR1_Tiffenau.._0 EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0
## Min. :25.00 Min. : 910 Min. : 24.00 Min. :1260
## 1st Qu.:31.00 1st Qu.:1806 1st Qu.: 52.65 1st Qu.:1672
## Median :38.70 Median :2330 Median : 65.15 Median :2210
## Mean :38.35 Mean :2351 Mean : 66.68 Mean :2174
## 3rd Qu.:44.90 3rd Qu.:2830 3rd Qu.: 81.50 3rd Qu.:2508
## Max. :53.00 Max. :3950 Max. :100.00 Max. :3600
## NA's :1 NA's :1
## EFR1_CVF.._0 EFR1_VR.ml_0 EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0
## Min. :37.00 Min. :3300 Min. :190.0 Min. : 5400 Min. :106.7
## 1st Qu.:53.00 1st Qu.:4755 1st Qu.:233.5 1st Qu.: 7260 1st Qu.:126.0
## Median :65.00 Median :5500 Median :251.0 Median : 8250 Median :138.0
## Mean :63.98 Mean :5640 Mean :259.9 Mean : 8135 Mean :136.9
## 3rd Qu.:75.00 3rd Qu.:6485 3rd Qu.:289.0 3rd Qu.: 9055 3rd Qu.:147.0
## Max. :95.00 Max. :7870 Max. :400.0 Max. :10300 Max. :163.0
## NA's :2
## EFR1_VR_CPT_0 EFR1_CRF_He_0 EFR1_CRF_He_._0 EFR1_Air_piege_0
## Min. :54.00 Min. :2250 Min. : 67.0 Min. : 80
## 1st Qu.:63.00 1st Qu.:3370 1st Qu.:123.0 1st Qu.: 820
## Median :68.00 Median :4570 Median :156.0 Median :1310
## Mean :69.12 Mean :4800 Mean :151.7 Mean :1852
## 3rd Qu.:75.00 3rd Qu.:6700 3rd Qu.:198.0 3rd Qu.:2600
## Max. :84.00 Max. :7680 Max. :242.0 Max. :5910
## NA's :6 NA's :6 NA's :6
## EFR1_TLCO._0 EFR1_KCO._.0 TM6_dist_parc_0 TM6_Nadir_sat_0
## Min. :20.00 Min. : 29.00 Min. :135.0 Min. :72
## 1st Qu.:29.75 1st Qu.: 41.00 1st Qu.:284.2 1st Qu.:78
## Median :35.00 Median : 48.00 Median :352.0 Median :83
## Mean :34.81 Mean : 53.03 Mean :359.3 Mean :83
## 3rd Qu.:40.25 3rd Qu.: 62.50 3rd Qu.:426.8 3rd Qu.:87
## Max. :55.00 Max. :120.00 Max. :568.0 Max. :95
## NA's :3 NA's :4 NA's :3 NA's :2
## GDS_SaO2._0 GDS_ph_0 paO2._0 pCO2._0
## Min. :90.50 Min. :7.370 Min. :57.00 Min. :30.40
## 1st Qu.:93.00 1st Qu.:7.410 1st Qu.:65.00 1st Qu.:37.00
## Median :94.00 Median :7.420 Median :69.50 Median :41.00
## Mean :94.08 Mean :7.421 Mean :70.58 Mean :39.99
## 3rd Qu.:95.40 3rd Qu.:7.430 3rd Qu.:75.80 3rd Qu.:42.30
## Max. :96.90 Max. :7.470 Max. :91.90 Max. :48.00
## NA's :4 NA's :2 NA's :2 NA's :2
## HCO3._0 ETT_PAPS._0 ETT_FEVG_0 Age_Broncho1
## Min. :21.00 Min. :21.00 Min. :40.00 Min. :49.26
## 1st Qu.:23.98 1st Qu.:28.00 1st Qu.:55.50 1st Qu.:58.16
## Median :25.80 Median :32.00 Median :61.00 Median :63.57
## Mean :25.76 Mean :34.25 Mean :60.63 Mean :61.99
## 3rd Qu.:27.10 3rd Qu.:40.40 3rd Qu.:65.00 3rd Qu.:66.73
## Max. :34.10 Max. :48.60 Max. :75.00 Max. :71.70
## NA's :3 NA's :13 NA's :5
## chartis._1 Chartis_comp_.1 complic_1 PNO_1
## : 0 :11 Min. :0.0000 Min. :0.00000
## non réalisé:10 complet:24 1st Qu.:0.0000 1st Qu.:0.00000
## realisé :25 Median :0.0000 Median :0.00000
## Mean :0.2941 Mean :0.02857
## 3rd Qu.:1.0000 3rd Qu.:0.00000
## Max. :1.0000 Max. :1.00000
## NA's :1
## EABPCO_1 hémoptysie_1 infection_1 Germe_1
## Min. :0.00000 Min. :0.00000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.00000 1st Qu.:0.00000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.00000 Median :0.00000 Median :0.0000 Median :0.0000
## Mean :0.08571 Mean :0.02857 Mean :0.1429 Mean :0.3429
## 3rd Qu.:0.00000 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.:1.0000
## Max. :1.00000 Max. :1.00000 Max. :1.0000 Max. :1.0000
##
## delais_broncho1_2 complic_2 PNO_2 EABPCO_2
## Min. :0.0200 Min. :0.0000 Min. :0.0000 Min. :0.0000
## 1st Qu.:0.0800 1st Qu.:0.0000 1st Qu.:0.0000 1st Qu.:0.0000
## Median :0.0900 Median :0.0000 Median :0.0000 Median :0.0000
## Mean :0.1386 Mean :0.4643 Mean :0.1071 Mean :0.3214
## 3rd Qu.:0.1150 3rd Qu.:1.0000 3rd Qu.:0.0000 3rd Qu.:1.0000
## Max. :0.9200 Max. :1.0000 Max. :1.0000 Max. :1.0000
## NA's :7 NA's :7 NA's :7 NA's :7
## hémoptysie_2 infection_2 Germe_2 nombre_T._valves
## Min. :0.00000 Min. :0.0000 :13 Min. : 2.000
## 1st Qu.:0.00000 1st Qu.:0.0000 Non:12 1st Qu.: 4.000
## Median :0.00000 Median :0.0000 Oui:10 Median : 6.000
## Mean :0.03571 Mean :0.1071 Mean : 6.257
## 3rd Qu.:0.00000 3rd Qu.:0.0000 3rd Qu.: 8.000
## Max. :1.00000 Max. :1.0000 Max. :15.000
## NA's :7 NA's :7
## Nbre_interventions Scan_Red_vol_2 Scan_scissure volume_lobe_T._.2
## Min. :1.000 : 1 : 1 Min. : 0.0
## 1st Qu.:2.000 Non: 6 atél cplte :10 1st Qu.: 0.0
## Median :2.000 Oui:28 Inchangé : 6 Median : 821.5
## Mean :1.971 modif scissure: 7 Mean : 909.9
## 3rd Qu.:2.000 Segmentaire :11 3rd Qu.:1533.2
## Max. :4.000 Max. :2271.0
## NA's :1
## Repondeur
## : 1
## non repondeur:11
## repondeur :23
##
##
##
## stats.desc() du package pastecsLa fonction stats.desc() du package pastecs est également très intéressante pour réaliser des analyses statistiques descriptives sur des variables quantitatives. Elle est un peu plus complexe à utiliser mais elle permet d’estimer un grand nombre de paramètres, c’est ce qui la rend particulièrement complète. Cette fonction renvoie notamment : \newline
nbr.val : le nombre de donnéesnbr.null : le nombre de valeurs nullesnbr.na : le nombre de données manquantes :min : le minmax : le maxrange : le range = max-minsum : la somme des valeurs (rarement intéressant de mon point de vue)median : la médianemean : la moyenneSE.mean : l’erreur standard de la moyenne (sem)CI.mean.0.95 : l’erreur marginale à 95% de la moyenne (selon la loi de Student à n-1 degrés de libertés)var : la variance des données observéesstd.dev : l’écart type des données observéescoef.var : le coefficient de variationL’erreur marginale à 95% de la moyenne est la quantité à soustraire à la moyenne pour construire la borne inférieure de l’intervalle de confiance à 95% de la moyenne, et inversement à additionner à la moyenne pour construire la borne supérieure.
library(pastecs)## Warning: package 'pastecs' was built under R version 4.0.5stat.desc(description)## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe Age_inclusion
## nbr.val NA NA 37.0000000 NA NA 48.0000000
## nbr.null NA NA 0.0000000 NA NA 0.0000000
## nbr.na NA NA 11.0000000 NA NA 0.0000000
## min NA NA 1.0000000 NA NA 49.2600000
## max NA NA 37.0000000 NA NA 74.2400000
## range NA NA 36.0000000 NA NA 24.9800000
## sum NA NA 703.0000000 NA NA 2953.3300000
## median NA NA 19.0000000 NA NA 61.9000000
## mean NA NA 19.0000000 NA NA 61.5277083
## SE.mean NA NA 1.7795130 NA NA 0.9249778
## CI.mean NA NA 3.6090197 NA NA 1.8608154
## var NA NA 117.1666667 NA NA 41.0680308
## std.dev NA NA 10.8243553 NA NA 6.4084343
## coef.var NA NA 0.5697029 NA NA 0.1041553
## IMC.avant Etio Lobe_choisi volume_lobe_T._0 Scinti_homogeneite
## nbr.val 47.0000000 NA NA 4.200000e+01 NA
## nbr.null 0.0000000 NA NA 0.000000e+00 NA
## nbr.na 1.0000000 NA NA 6.000000e+00 NA
## min 14.0000000 NA NA 5.360000e+02 NA
## max 33.0000000 NA NA 5.360000e+03 NA
## range 19.0000000 NA NA 4.824000e+03 NA
## sum 1078.5000000 NA NA 7.717300e+04 NA
## median 22.0000000 NA NA 1.716000e+03 NA
## mean 22.9468085 NA NA 1.837452e+03 NA
## SE.mean 0.6343020 NA NA 1.202694e+02 NA
## CI.mean 1.2767837 NA NA 2.428890e+02 NA
## var 18.9099352 NA NA 6.075188e+05 NA
## std.dev 4.3485555 NA NA 7.794349e+02 NA
## coef.var 0.1895059 NA NA 4.241933e-01 NA
## X._perf_lobe.T DELTA_scinti StratX_Scissure StratX_homogeneite
## nbr.val 45.0000000 45.0000000 NA NA
## nbr.null 1.0000000 1.0000000 NA NA
## nbr.na 3.0000000 3.0000000 NA NA
## min 0.0000000 0.0000000 NA NA
## max 22.0000000 47.0000000 NA NA
## range 22.0000000 47.0000000 NA NA
## sum 526.4000000 914.1000000 NA NA
## median 12.0000000 22.0000000 NA NA
## mean 11.6977778 20.3133333 NA NA
## SE.mean 0.8867230 1.8181315 NA NA
## CI.mean 1.7870728 3.6642032 NA NA
## var 35.3824949 148.7520909 NA NA
## std.dev 5.9483187 12.1963966 NA NA
## coef.var 0.5084999 0.6004134 NA NA
## X._inf_910_cible diff_p_densite EFR1_MMRC_0 EFR1_O2_effort._0
## nbr.val 35.0000000 46.0000000 47.0000000 NA
## nbr.null 0.0000000 0.0000000 0.0000000 NA
## nbr.na 13.0000000 2.0000000 1.0000000 NA
## min 57.0000000 1.0000000 2.0000000 NA
## max 87.0000000 40.0000000 4.0000000 NA
## range 30.0000000 39.0000000 2.0000000 NA
## sum 2442.0000000 738.0000000 151.0000000 NA
## median 70.0000000 14.5000000 3.0000000 NA
## mean 69.7714286 16.0434783 3.2127660 NA
## SE.mean 1.2347120 1.4776782 0.1005819 NA
## CI.mean 2.5092368 2.9761967 0.2024608 NA
## var 53.3579832 100.4425121 0.4754857 NA
## std.dev 7.3046549 10.0221012 0.6895547 NA
## coef.var 0.1046941 0.6246838 0.2146296 NA
## EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0 EFR1_Tiffenau.._0
## nbr.val 46.0000000 4.800000e+01 48.0000000 48.0000000
## nbr.null 0.0000000 0.000000e+00 0.0000000 0.0000000
## nbr.na 2.0000000 0.000000e+00 0.0000000 0.0000000
## min 1.0000000 4.800000e+02 17.0000000 25.0000000
## max 11.0000000 1.820000e+03 70.0000000 53.0000000
## range 10.0000000 1.340000e+03 53.0000000 28.0000000
## sum 273.0000000 4.416000e+04 1600.0000000 1829.3800000
## median 6.0000000 8.750000e+02 32.2500000 38.9000000
## mean 5.9347826 9.200000e+02 33.3333333 38.1120833
## SE.mean 0.2752288 4.050764e+01 1.5402500 1.2222808
## CI.mean 0.5543393 8.149086e+01 3.0985833 2.4589119
## var 3.4845411 7.876170e+04 113.8737589 71.7105828
## std.dev 1.8666925 2.806452e+02 10.6711648 8.4682101
## coef.var 0.3145343 3.050491e-01 0.3201349 0.2221923
## EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0 EFR1_CVF.._0 EFR1_VR.ml_0
## nbr.val 4.800000e+01 47.0000000 4.700000e+01 46.0000000 4.800000e+01
## nbr.null 0.000000e+00 0.0000000 0.000000e+00 0.0000000 0.000000e+00
## nbr.na 0.000000e+00 1.0000000 1.000000e+00 2.0000000 0.000000e+00
## min 9.100000e+02 24.0000000 1.260000e+03 37.0000000 3.190000e+03
## max 4.090000e+03 146.0000000 4.520000e+03 138.0000000 7.870000e+03
## range 3.180000e+03 122.0000000 3.260000e+03 101.0000000 4.680000e+03
## sum 1.245520e+05 3454.0000000 1.149210e+05 3301.3000000 2.593800e+05
## median 2.520000e+03 77.0000000 2.400000e+03 70.5000000 5.335000e+03
## mean 2.594833e+03 73.4893617 2.445128e+03 71.7673913 5.403750e+03
## SE.mean 1.191002e+02 3.4465903 1.156451e+02 3.2338683 1.685779e+02
## CI.mean 2.395986e+02 6.9376264 2.327815e+02 6.5133450 3.391349e+02
## var 6.808728e+05 558.3122757 6.285679e+05 481.0635797 1.364088e+06
## std.dev 8.251502e+02 23.6286325 7.928228e+02 21.9331616 1.167942e+03
## coef.var 3.179974e-01 0.3215245 3.242460e-01 0.3056146 2.161354e-01
## EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0
## nbr.val 4.800000e+01 4.800000e+01 4.800000e+01 48.0000000 2.900000e+01
## nbr.null 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000 0.000000e+00
## nbr.na 0.000000e+00 0.000000e+00 0.000000e+00 0.0000000 1.900000e+01
## min 1.630000e+02 5.400000e+03 1.067000e+02 44.0000000 2.250000e+03
## max 4.000000e+02 1.030000e+04 1.630000e+02 84.0000000 7.680000e+03
## range 2.370000e+02 4.900000e+03 5.630000e+01 40.0000000 5.430000e+03
## sum 1.194100e+04 3.889750e+05 6.541900e+03 3192.3000000 1.391900e+05
## median 2.430000e+02 8.205000e+03 1.380000e+02 65.3000000 4.570000e+03
## mean 2.487708e+02 8.103646e+03 1.362896e+02 66.5062500 4.799655e+03
## SE.mean 7.003054e+00 1.707780e+02 1.950369e+00 1.2836962 3.292148e+02
## CI.mean 1.408833e+01 3.435610e+02 3.923636e+00 2.5824637 6.743659e+02
## var 2.354053e+03 1.399926e+06 1.825890e+02 79.0980452 3.143089e+06
## std.dev 4.851858e+01 1.183184e+03 1.351255e+01 8.8937082 1.772876e+03
## coef.var 1.950332e-01 1.460064e-01 9.914588e-02 0.1337274 3.693757e-01
## EFR1_CRF_He_._0 EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0
## nbr.val 29.0000000 2.900000e+01 42.0000000 41.000000
## nbr.null 0.0000000 0.000000e+00 0.0000000 0.000000
## nbr.na 19.0000000 1.900000e+01 6.0000000 7.000000
## min 67.0000000 8.000000e+01 14.0000000 18.000000
## max 242.0000000 5.910000e+03 55.0000000 120.000000
## range 175.0000000 5.830000e+03 41.0000000 102.000000
## sum 4400.0000000 5.371000e+04 1450.0000000 2068.000000
## median 156.0000000 1.310000e+03 35.0000000 47.000000
## mean 151.7241379 1.852069e+03 34.5238095 50.439024
## SE.mean 8.7955215 2.770203e+02 1.4891158 2.825634
## CI.mean 18.0168091 5.674503e+02 3.0073304 5.710819
## var 2243.4747537 2.225467e+06 93.1335656 327.352439
## std.dev 47.3653328 1.491800e+03 9.6505733 18.092884
## coef.var 0.3121806 8.054775e-01 0.2795338 0.358708
## TM6_dist_parc_0 TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0
## nbr.val 44.000000 4.400000e+01 33.0000000 3.400000e+01 38.0000000
## nbr.null 0.000000 0.000000e+00 0.0000000 0.000000e+00 0.0000000
## nbr.na 4.000000 4.000000e+00 15.0000000 1.400000e+01 10.0000000
## min 135.000000 7.200000e+01 90.0000000 7.370000e+00 57.0000000
## max 568.000000 9.500000e+01 96.9000000 7.470000e+00 107.0000000
## range 433.000000 2.300000e+01 6.9000000 1.000000e-01 50.0000000
## sum 16199.000000 3.708000e+03 3099.5000000 2.522900e+02 2730.0000000
## median 370.000000 8.450000e+01 93.9000000 7.420000e+00 69.7500000
## mean 368.159091 8.427273e+01 93.9242424 7.420294e+00 71.8421053
## SE.mean 16.777109 9.163558e-01 0.3092951 4.082162e-03 1.5846554
## CI.mean 33.834266 1.848007e+00 0.6300135 8.305221e-03 3.2108168
## var 12384.741543 3.694715e+01 3.1568939 5.665775e-04 95.4230441
## std.dev 111.286754 6.078416e+00 1.7767650 2.380289e-02 9.7684719
## coef.var 0.302279 7.212792e-02 0.0189170 3.207809e-03 0.1359714
## pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0 Age_Broncho1
## nbr.val 38.0000000 32.0000000 23.0000000 32.0000000 47.0000000
## nbr.null 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
## nbr.na 10.0000000 16.0000000 25.0000000 16.0000000 1.0000000
## min 28.0000000 21.0000000 21.0000000 40.0000000 49.2600000
## max 48.0000000 34.1000000 48.6000000 75.0000000 74.2400000
## range 20.0000000 13.1000000 27.6000000 35.0000000 24.9800000
## sum 1486.8000000 824.4000000 789.4000000 1950.0000000 2894.6900000
## median 39.7500000 25.8000000 32.0000000 61.0000000 62.0300000
## mean 39.1263158 25.7625000 34.3217391 60.9375000 61.5891489
## SE.mean 0.7765929 0.4854278 1.5694081 1.2778648 0.9427853
## CI.mean 1.5735266 0.9900365 3.2547532 2.6062225 1.8977285
## var 22.9176671 7.5404839 56.6499605 52.2540323 41.7756775
## std.dev 4.7872400 2.7459941 7.5266168 7.2286951 6.4634107
## coef.var 0.1223535 0.1065888 0.2192959 0.1186247 0.1049440
## chartis._1 Chartis_comp_.1 complic_1 PNO_1 EABPCO_1
## nbr.val NA NA 34.00000000 47.00000000 47.00000000
## nbr.null NA NA 24.00000000 46.00000000 43.00000000
## nbr.na NA NA 14.00000000 1.00000000 1.00000000
## min NA NA 0.00000000 0.00000000 0.00000000
## max NA NA 1.00000000 1.00000000 1.00000000
## range NA NA 1.00000000 1.00000000 1.00000000
## sum NA NA 10.00000000 1.00000000 4.00000000
## median NA NA 0.00000000 0.00000000 0.00000000
## mean NA NA 0.29411765 0.02127660 0.08510638
## SE.mean NA NA 0.07931763 0.02127660 0.04114219
## CI.mean NA NA 0.16137293 0.04282757 0.08281494
## var NA NA 0.21390374 0.02127660 0.07955597
## std.dev NA NA 0.46249729 0.14586499 0.28205667
## coef.var NA NA 1.57249079 6.85565460 3.31416591
## hémoptysie_1 infection_1 Germe_1 delais_broncho1_2 complic_2
## nbr.val 35.00000000 47.00000000 35.00000000 39.00000000 28.00000000
## nbr.null 34.00000000 42.00000000 23.00000000 0.00000000 15.00000000
## nbr.na 13.00000000 1.00000000 13.00000000 9.00000000 20.00000000
## min 0.00000000 0.00000000 0.00000000 0.02000000 0.00000000
## max 1.00000000 1.00000000 1.00000000 1.30000000 1.00000000
## range 1.00000000 1.00000000 1.00000000 1.28000000 1.00000000
## sum 1.00000000 5.00000000 12.00000000 7.32000000 13.00000000
## median 0.00000000 0.00000000 0.00000000 0.09000000 0.00000000
## mean 0.02857143 0.10638298 0.34285714 0.18769231 0.46428571
## SE.mean 0.02857143 0.04546036 0.08140424 0.04044700 0.09597926
## CI.mean 0.05806413 0.09150696 0.16543332 0.08188067 0.19693317
## var 0.02857143 0.09713228 0.23193277 0.06380243 0.25793651
## std.dev 0.16903085 0.31166053 0.48159399 0.25259143 0.50787450
## coef.var 5.91607978 2.92960897 1.40464914 1.34577400 1.09388354
## PNO_2 EABPCO_2 hémoptysie_2 infection_2 Germe_2
## nbr.val 36.00000000 36.00000000 28.00000000 36.00000000 NA
## nbr.null 33.00000000 25.00000000 27.00000000 33.00000000 NA
## nbr.na 12.00000000 12.00000000 20.00000000 12.00000000 NA
## min 0.00000000 0.00000000 0.00000000 0.00000000 NA
## max 1.00000000 1.00000000 1.00000000 1.00000000 NA
## range 1.00000000 1.00000000 1.00000000 1.00000000 NA
## sum 3.00000000 11.00000000 1.00000000 3.00000000 NA
## median 0.00000000 0.00000000 0.00000000 0.00000000 NA
## mean 0.08333333 0.30555556 0.03571429 0.08333333 NA
## SE.mean 0.04671766 0.07786277 0.03571429 0.04671766 NA
## CI.mean 0.09484189 0.15806982 0.07327966 0.09484189 NA
## var 0.07857143 0.21825397 0.03571429 0.07857143 NA
## std.dev 0.28030596 0.46717659 0.18898224 0.28030596 NA
## coef.var 3.36367146 1.52894157 5.29150262 3.36367146 NA
## nombre_T._valves Nbre_interventions Scan_Red_vol_2 Scan_scissure
## nbr.val 47.0000000 48.00000000 NA NA
## nbr.null 0.0000000 0.00000000 NA NA
## nbr.na 1.0000000 0.00000000 NA NA
## min 2.0000000 1.00000000 NA NA
## max 15.0000000 4.00000000 NA NA
## range 13.0000000 3.00000000 NA NA
## sum 292.0000000 95.00000000 NA NA
## median 6.0000000 2.00000000 NA NA
## mean 6.2127660 1.97916667 NA NA
## SE.mean 0.3440201 0.09172105 NA NA
## CI.mean 0.6924766 0.18451895 NA NA
## var 5.5624422 0.40381206 NA NA
## std.dev 2.3584830 0.63546208 NA NA
## coef.var 0.3796188 0.32107558 NA NA
## volume_lobe_T._.2 Repondeur
## nbr.val 4.200000e+01 NA
## nbr.null 1.000000e+01 NA
## nbr.na 6.000000e+00 NA
## min 0.000000e+00 NA
## max 2.271000e+03 NA
## range 2.271000e+03 NA
## sum 3.802200e+04 NA
## median 8.215000e+02 NA
## mean 9.052857e+02 NA
## SE.mean 1.134541e+02 NA
## CI.mean 2.291252e+02 NA
## var 5.406171e+05 NA
## std.dev 7.352667e+02 NA
## coef.var 8.121930e-01 NAby(description,description$Centre,pastecs::stat.desc)## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN
## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN
## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## Warning in min(x): aucun argument trouvé pour min ; Inf est renvoyé## Warning in max(x): aucun argument pour max ; -Inf est renvoyé## Warning in qt((0.5 + p/2), (Nbrval - 1)): production de NaN## description$Centre: Limoge
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe Age_inclusion
## nbr.val NA NA 13.0000000 NA NA 13.0000000
## nbr.null NA NA 0.0000000 NA NA 0.0000000
## nbr.na NA NA 0.0000000 NA NA 0.0000000
## min NA NA 25.0000000 NA NA 50.5800000
## max NA NA 37.0000000 NA NA 74.2400000
## range NA NA 12.0000000 NA NA 23.6600000
## sum NA NA 403.0000000 NA NA 783.6300000
## median NA NA 31.0000000 NA NA 58.6400000
## mean NA NA 31.0000000 NA NA 60.2792308
## SE.mean NA NA 1.0801234 NA NA 2.0568985
## CI.mean NA NA 2.3533868 NA NA 4.4815968
## var NA NA 15.1666667 NA NA 55.0008077
## std.dev NA NA 3.8944405 NA NA 7.4162529
## coef.var NA NA 0.1256271 NA NA 0.1230316
## IMC.avant Etio Lobe_choisi volume_lobe_T._0 Scinti_homogeneite
## nbr.val 12.0000000 NA NA 8.000000e+00 NA
## nbr.null 0.0000000 NA NA 0.000000e+00 NA
## nbr.na 1.0000000 NA NA 5.000000e+00 NA
## min 14.0000000 NA NA 5.360000e+02 NA
## max 33.0000000 NA NA 2.336000e+03 NA
## range 19.0000000 NA NA 1.800000e+03 NA
## sum 277.0000000 NA NA 1.048600e+04 NA
## median 22.0000000 NA NA 1.238500e+03 NA
## mean 23.0833333 NA NA 1.310750e+03 NA
## SE.mean 1.5833333 NA NA 1.951824e+02 NA
## CI.mean 3.4848932 NA NA 4.615330e+02 NA
## var 30.0833333 NA NA 3.047694e+05 NA
## std.dev 5.4848276 NA NA 5.520592e+02 NA
## coef.var 0.2376099 NA NA 4.211781e-01 NA
## X._perf_lobe.T DELTA_scinti StratX_Scissure StratX_homogeneite
## nbr.val 12.0000000 12.000000 NA NA
## nbr.null 0.0000000 0.000000 NA NA
## nbr.na 1.0000000 1.000000 NA NA
## min 10.0000000 1.000000 NA NA
## max 22.0000000 34.000000 NA NA
## range 12.0000000 33.000000 NA NA
## sum 171.0000000 208.000000 NA NA
## median 14.0000000 20.500000 NA NA
## mean 14.2500000 17.333333 NA NA
## SE.mean 1.0453722 2.672342 NA NA
## CI.mean 2.3008487 5.881786 NA NA
## var 13.1136364 85.696970 NA NA
## std.dev 3.6212755 9.257266 NA NA
## coef.var 0.2541246 0.534073 NA NA
## X._inf_910_cible diff_p_densite EFR1_MMRC_0 EFR1_O2_effort._0
## nbr.val 0 11.0000000 12.0000000 NA
## nbr.null 0 0.0000000 0.0000000 NA
## nbr.na 13 2.0000000 1.0000000 NA
## min Inf 1.0000000 2.0000000 NA
## max -Inf 17.0000000 4.0000000 NA
## range -Inf 16.0000000 2.0000000 NA
## sum 0 111.0000000 33.0000000 NA
## median NA 12.0000000 3.0000000 NA
## mean NaN 10.0909091 2.7500000 NA
## SE.mean NA 1.7962311 0.2175971 NA
## CI.mean NaN 4.0022524 0.4789279 NA
## var NA 35.4909091 0.5681818 NA
## std.dev NA 5.9574247 0.7537784 NA
## coef.var NA 0.5903754 0.2741012 NA
## EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0 EFR1_Tiffenau.._0
## nbr.val 12.0000000 1.300000e+01 13.0000000 13.0000000
## nbr.null 0.0000000 0.000000e+00 0.0000000 0.0000000
## nbr.na 1.0000000 0.000000e+00 0.0000000 0.0000000
## min 1.0000000 4.800000e+02 20.0000000 25.0000000
## max 9.0000000 1.820000e+03 70.0000000 53.0000000
## range 8.0000000 1.340000e+03 50.0000000 28.0000000
## sum 58.0000000 1.427000e+04 513.0000000 487.0000000
## median 4.0000000 1.050000e+03 33.0000000 40.0000000
## mean 4.8333333 1.097692e+03 39.4615385 37.4615385
## SE.mean 0.6609604 1.113044e+02 4.1888365 2.6785362
## CI.mean 1.4547641 2.425114e+02 9.1266907 5.8360291
## var 5.2424242 1.610526e+05 228.1025641 93.2692308
## std.dev 2.2896341 4.013135e+02 15.1030647 9.6575996
## coef.var 0.4737174 3.655975e-01 0.3827287 0.2578004
## EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0 EFR1_CVF.._0 EFR1_VR.ml_0
## nbr.val 1.300000e+01 13.0000000 1.300000e+01 13.0000000 1.300000e+01
## nbr.null 0.000000e+00 0.0000000 0.000000e+00 0.0000000 0.000000e+00
## nbr.na 0.000000e+00 0.0000000 0.000000e+00 0.0000000 0.000000e+00
## min 1.530000e+03 53.0000000 1.510000e+03 54.0000000 3.190000e+03
## max 4.090000e+03 146.0000000 4.520000e+03 138.0000000 7.060000e+03
## range 2.560000e+03 93.0000000 3.010000e+03 84.0000000 3.870000e+03
## sum 4.228000e+04 1187.0000000 4.102000e+04 1190.0000000 6.197000e+04
## median 3.460000e+03 85.0000000 3.370000e+03 89.0000000 4.730000e+03
## mean 3.252308e+03 91.3076923 3.155385e+03 91.5384615 4.766923e+03
## SE.mean 2.145961e+02 6.7666079 2.259215e+02 6.4892568 2.744537e+02
## CI.mean 4.675647e+02 14.7431721 4.922407e+02 14.1388759 5.979833e+02
## var 5.986692e+05 595.2307692 6.635269e+05 547.4358974 9.792231e+05
## std.dev 7.737372e+02 24.3973517 8.145716e+02 23.3973481 9.895570e+02
## coef.var 2.379041e-01 0.2671993 2.581529e-01 0.2556013 2.075882e-01
## EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0
## nbr.val 13.0000000 1.300000e+01 1.300000e+01 13.0000000 0
## nbr.null 0.0000000 0.000000e+00 0.000000e+00 0.0000000 0
## nbr.na 0.0000000 0.000000e+00 0.000000e+00 0.0000000 13
## min 163.0000000 6.690000e+03 1.190000e+02 44.0000000 Inf
## max 312.0000000 9.590000e+03 1.530000e+02 78.0000000 -Inf
## range 149.0000000 2.900000e+03 3.400000e+01 34.0000000 -Inf
## sum 2845.0000000 1.042500e+05 1.752000e+03 773.0000000 0
## median 210.0000000 8.010000e+03 1.300000e+02 58.0000000 NA
## mean 218.8461538 8.019231e+03 1.347692e+02 59.4615385 NaN
## SE.mean 12.9302102 2.480164e+02 3.676247e+00 2.6496623 NA
## CI.mean 28.1725078 5.403813e+02 8.009854e+00 5.7731181 NaN
## var 2173.4743590 7.996577e+05 1.756923e+02 91.2692308 NA
## std.dev 46.6205358 8.942358e+02 1.325490e+01 9.5534931 NA
## coef.var 0.2130288 1.115114e-01 9.835255e-02 0.1606668 NA
## EFR1_CRF_He_._0 EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0
## nbr.val 0 0 10.0000000 10.0000000
## nbr.null 0 0 0.0000000 0.0000000
## nbr.na 13 13 3.0000000 3.0000000
## min Inf Inf 14.0000000 18.0000000
## max -Inf -Inf 53.0000000 68.0000000
## range -Inf -Inf 39.0000000 50.0000000
## sum 0 0 336.0000000 424.0000000
## median NA NA 34.0000000 42.5000000
## mean NaN NaN 33.6000000 42.4000000
## SE.mean NA NA 4.2510130 4.9355851
## CI.mean NaN NaN 9.6164594 11.1650691
## var NA NA 180.7111111 243.6000000
## std.dev NA NA 13.4428833 15.6076904
## coef.var NA NA 0.4000858 0.3681059
## TM6_dist_parc_0 TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0
## nbr.val 12.0000000 11.00000000 2.00000000 1.0 5.0000000
## nbr.null 0.0000000 0.00000000 0.00000000 0.0 0.0000000
## nbr.na 1.0000000 2.00000000 11.00000000 12.0 8.0000000
## min 210.0000000 80.00000000 90.00000000 7.4 60.0000000
## max 540.0000000 94.00000000 93.00000000 7.4 107.0000000
## range 330.0000000 14.00000000 3.00000000 0.0 47.0000000
## sum 4700.0000000 969.00000000 183.00000000 7.4 401.0000000
## median 427.5000000 86.00000000 91.50000000 7.4 77.0000000
## mean 391.6666667 88.09090909 91.50000000 7.4 80.2000000
## SE.mean 28.3333333 1.33112765 1.50000000 NA 7.9208585
## CI.mean 62.3612462 2.96593724 19.05930710 NaN 21.9918289
## var 9633.3333333 19.49090909 4.50000000 NA 313.7000000
## std.dev 98.1495458 4.41485097 2.12132034 NA 17.7115781
## coef.var 0.2505946 0.05011699 0.02318383 NA 0.2208426
## pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0 Age_Broncho1 chartis._1
## nbr.val 5.0000000 0 1 2.00000000 12.0000000 NA
## nbr.null 0.0000000 0 0 0.00000000 0.0000000 NA
## nbr.na 8.0000000 13 12 11.00000000 1.0000000 NA
## min 28.0000000 Inf 36 61.00000000 50.5800000 NA
## max 39.0000000 -Inf 36 70.00000000 74.2400000 NA
## range 11.0000000 -Inf 0 9.00000000 23.6600000 NA
## sum 167.0000000 0 36 131.00000000 724.9900000 NA
## median 34.0000000 NA 36 65.50000000 59.5350000 NA
## mean 33.4000000 NaN 36 65.50000000 60.4158333 NA
## SE.mean 1.8601075 NA NA 4.50000000 2.2311478 NA
## CI.mean 5.1644864 NaN NaN 57.17792131 4.9107231 NA
## var 17.3000000 NA NA 40.50000000 59.7362447 NA
## std.dev 4.1593269 NA NA 6.36396103 7.7289226 NA
## coef.var 0.1245307 NA NA 0.09715971 0.1279288 NA
## Chartis_comp_.1 complic_1 PNO_1 EABPCO_1 hémoptysie_1 infection_1
## nbr.val NA 0 12 12.00000000 0 12
## nbr.null NA 0 12 11.00000000 0 12
## nbr.na NA 13 1 1.00000000 13 1
## min NA Inf 0 0.00000000 Inf 0
## max NA -Inf 0 1.00000000 -Inf 0
## range NA -Inf 0 1.00000000 -Inf 0
## sum NA 0 0 1.00000000 0 0
## median NA NA 0 0.00000000 NA 0
## mean NA NaN 0 0.08333333 NaN 0
## SE.mean NA NA 0 0.08333333 NA 0
## CI.mean NA NaN 0 0.18341543 NaN 0
## var NA NA 0 0.08333333 NA 0
## std.dev NA NA 0 0.28867513 NA 0
## coef.var NA NA NaN 3.46410162 NA NaN
## Germe_1 delais_broncho1_2 complic_2 PNO_2 EABPCO_2 hémoptysie_2
## nbr.val 0 11.0000000 0 8 8.0000000 0
## nbr.null 0 0.0000000 0 8 6.0000000 0
## nbr.na 13 2.0000000 13 5 5.0000000 13
## min Inf 0.0600000 Inf 0 0.0000000 Inf
## max -Inf 1.3000000 -Inf 0 1.0000000 -Inf
## range -Inf 1.2400000 -Inf 0 1.0000000 -Inf
## sum 0 3.4400000 0 0 2.0000000 0
## median NA 0.1400000 NA 0 0.0000000 NA
## mean NaN 0.3127273 NaN 0 0.2500000 NaN
## SE.mean NA 0.1132984 NA 0 0.1636634 NA
## CI.mean NaN 0.2524446 NaN 0 0.3870025 NaN
## var NA 0.1412018 NA 0 0.2142857 NA
## std.dev NA 0.3757683 NA 0 0.4629100 NA
## coef.var NA 1.2015847 NA NaN 1.8516402 NA
## infection_2 Germe_2 nombre_T._valves Nbre_interventions Scan_Red_vol_2
## nbr.val 8 NA 12.0000000 13 NA
## nbr.null 8 NA 0.0000000 0 NA
## nbr.na 5 NA 1.0000000 0 NA
## min 0 NA 4.0000000 2 NA
## max 0 NA 8.0000000 2 NA
## range 0 NA 4.0000000 0 NA
## sum 0 NA 73.0000000 26 NA
## median 0 NA 5.5000000 2 NA
## mean 0 NA 6.0833333 2 NA
## SE.mean 0 NA 0.4344682 0 NA
## CI.mean 0 NA 0.9562581 0 NA
## var 0 NA 2.2651515 0 NA
## std.dev 0 NA 1.5050420 0 NA
## coef.var NaN NA 0.2474042 0 NA
## Scan_scissure volume_lobe_T._.2 Repondeur
## nbr.val NA 8.000000e+00 NA
## nbr.null NA 0.000000e+00 NA
## nbr.na NA 5.000000e+00 NA
## min NA 5.400000e+01 NA
## max NA 1.731000e+03 NA
## range NA 1.677000e+03 NA
## sum NA 7.086000e+03 NA
## median NA 9.025000e+02 NA
## mean NA 8.857500e+02 NA
## SE.mean NA 2.222485e+02 NA
## CI.mean NA 5.255341e+02 NA
## var NA 3.951551e+05 NA
## std.dev NA 6.286136e+02 NA
## coef.var NA 7.096964e-01 NA
## ------------------------------------------------------------
## description$Centre: Toulouse
## Centre PATIENTS.TOULOUSE PATIENTS.HID hyperinfation Sexe Age_inclusion
## nbr.val NA NA 24.0000000 NA NA 3.500000e+01
## nbr.null NA NA 0.0000000 NA NA 0.000000e+00
## nbr.na NA NA 11.0000000 NA NA 0.000000e+00
## min NA NA 1.0000000 NA NA 4.926000e+01
## max NA NA 24.0000000 NA NA 7.170000e+01
## range NA NA 23.0000000 NA NA 2.244000e+01
## sum NA NA 300.0000000 NA NA 2.169700e+03
## median NA NA 12.5000000 NA NA 6.357000e+01
## mean NA NA 12.5000000 NA NA 6.199143e+01
## SE.mean NA NA 1.4433757 NA NA 1.021779e+00
## CI.mean NA NA 2.9858501 NA NA 2.076505e+00
## var NA NA 50.0000000 NA NA 3.654113e+01
## std.dev NA NA 7.0710678 NA NA 6.044926e+00
## coef.var NA NA 0.5656854 NA NA 9.751229e-02
## IMC.avant Etio Lobe_choisi volume_lobe_T._0 Scinti_homogeneite
## nbr.val 35.0000000 NA NA 3.400000e+01 NA
## nbr.null 0.0000000 NA NA 0.000000e+00 NA
## nbr.na 0.0000000 NA NA 1.000000e+00 NA
## min 16.1000000 NA NA 9.500000e+02 NA
## max 30.5000000 NA NA 5.360000e+03 NA
## range 14.4000000 NA NA 4.410000e+03 NA
## sum 801.5000000 NA NA 6.668700e+04 NA
## median 22.0000000 NA NA 1.762000e+03 NA
## mean 22.9000000 NA NA 1.961382e+03 NA
## SE.mean 0.6727843 NA NA 1.336228e+02 NA
## CI.mean 1.3672621 NA NA 2.718576e+02 NA
## var 15.8423529 NA NA 6.070718e+05 NA
## std.dev 3.9802453 NA NA 7.791481e+02 NA
## coef.var 0.1738098 NA NA 3.972444e-01 NA
## X._perf_lobe.T DELTA_scinti StratX_Scissure StratX_homogeneite
## nbr.val 33.0000000 33.0000000 NA NA
## nbr.null 1.0000000 1.0000000 NA NA
## nbr.na 2.0000000 2.0000000 NA NA
## min 0.0000000 0.0000000 NA NA
## max 20.0000000 47.0000000 NA NA
## range 20.0000000 47.0000000 NA NA
## sum 355.4000000 706.1000000 NA NA
## median 10.7000000 22.0000000 NA NA
## mean 10.7696970 21.3969697 NA NA
## SE.mean 1.1120848 2.2732614 NA NA
## CI.mean 2.2652427 4.6304820 NA NA
## var 40.8121780 170.5346780 NA NA
## std.dev 6.3884410 13.0588927 NA NA
## coef.var 0.5931867 0.6103151 NA NA
## X._inf_910_cible diff_p_densite EFR1_MMRC_0 EFR1_O2_effort._0
## nbr.val 35.0000000 35.0000000 35.0000000 NA
## nbr.null 0.0000000 0.0000000 0.0000000 NA
## nbr.na 0.0000000 0.0000000 0.0000000 NA
## min 57.0000000 3.0000000 2.0000000 NA
## max 87.0000000 40.0000000 4.0000000 NA
## range 30.0000000 37.0000000 2.0000000 NA
## sum 2442.0000000 627.0000000 118.0000000 NA
## median 70.0000000 18.0000000 3.0000000 NA
## mean 69.7714286 17.9142857 3.3714286 NA
## SE.mean 1.2347120 1.7520079 0.1011340 NA
## CI.mean 2.5092368 3.5605085 0.2055291 NA
## var 53.3579832 107.4336134 0.3579832 NA
## std.dev 7.3046549 10.3650187 0.5983170 NA
## coef.var 0.1046941 0.5785896 0.1774669 NA
## EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0 EFR1_Tiffenau.._0
## nbr.val 34.0000000 3.500000e+01 35.0000000 35.0000000
## nbr.null 0.0000000 0.000000e+00 0.0000000 0.0000000
## nbr.na 1.0000000 0.000000e+00 0.0000000 0.0000000
## min 4.0000000 5.000000e+02 17.0000000 25.0000000
## max 11.0000000 1.470000e+03 47.0000000 53.0000000
## range 7.0000000 9.700000e+02 30.0000000 28.0000000
## sum 215.0000000 2.989000e+04 1087.0000000 1342.3800000
## median 6.0000000 8.400000e+02 32.0000000 38.7000000
## mean 6.3235294 8.540000e+02 31.0571429 38.3537143
## SE.mean 0.2660887 3.183782e+01 1.2785515 1.3730973
## CI.mean 0.5413615 6.470224e+01 2.5983292 2.7904694
## var 2.4073084 3.547765e+04 57.2142857 65.9888652
## std.dev 1.5515503 1.883551e+02 7.5640125 8.1233531
## coef.var 0.2453614 2.205563e-01 0.2435515 0.2118009
## EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0 EFR1_CVF.._0 EFR1_VR.ml_0
## nbr.val 3.500000e+01 34.0000000 3.400000e+01 33.0000000 3.500000e+01
## nbr.null 0.000000e+00 0.0000000 0.000000e+00 0.0000000 0.000000e+00
## nbr.na 0.000000e+00 1.0000000 1.000000e+00 2.0000000 0.000000e+00
## min 9.100000e+02 24.0000000 1.260000e+03 37.0000000 3.300000e+03
## max 3.950000e+03 100.0000000 3.600000e+03 95.0000000 7.870000e+03
## range 3.040000e+03 76.0000000 2.340000e+03 58.0000000 4.570000e+03
## sum 8.227200e+04 2267.0000000 7.390100e+04 2111.3000000 1.974100e+05
## median 2.330000e+03 65.1500000 2.210000e+03 65.0000000 5.500000e+03
## mean 2.350629e+03 66.6764706 2.173559e+03 63.9787879 5.640286e+03
## SE.mean 1.199096e+02 3.3820936 1.029263e+02 2.7515724 1.947442e+02
## CI.mean 2.436856e+02 6.8809212 2.094051e+02 5.6047696 3.957678e+02
## var 5.032409e+05 388.9109447 3.601900e+05 249.8479735 1.327385e+06
## std.dev 7.093947e+02 19.7208252 6.001583e+02 15.8065801 1.152122e+03
## coef.var 3.017894e-01 0.2957689 2.761178e-01 0.2470597 2.042666e-01
## EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0
## nbr.val 35.0000000 3.500000e+01 35.0000000 35.0000000 2.900000e+01
## nbr.null 0.0000000 0.000000e+00 0.0000000 0.0000000 0.000000e+00
## nbr.na 0.0000000 0.000000e+00 0.0000000 0.0000000 6.000000e+00
## min 190.0000000 5.400000e+03 106.7000000 54.0000000 2.250000e+03
## max 400.0000000 1.030000e+04 163.0000000 84.0000000 7.680000e+03
## range 210.0000000 4.900000e+03 56.3000000 30.0000000 5.430000e+03
## sum 9096.0000000 2.847250e+05 4789.9000000 2419.3000000 1.391900e+05
## median 251.0000000 8.250000e+03 138.0000000 68.0000000 4.570000e+03
## mean 259.8857143 8.135000e+03 136.8542857 69.1228571 4.799655e+03
## SE.mean 7.5922087 2.170729e+02 2.3249048 1.2083678 3.292148e+02
## CI.mean 15.4292244 4.411452e+02 4.7247750 2.4556988 6.743659e+02
## var 2017.4571429 1.649222e+06 189.1813782 51.1053445 3.143089e+06
## std.dev 44.9161123 1.284221e+03 13.7543222 7.1488002 1.772876e+03
## coef.var 0.1728302 1.578636e-01 0.1005034 0.1034217 3.693757e-01
## EFR1_CRF_He_._0 EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0
## nbr.val 29.0000000 2.900000e+01 32.0000000 31.0000000
## nbr.null 0.0000000 0.000000e+00 0.0000000 0.0000000
## nbr.na 6.0000000 6.000000e+00 3.0000000 4.0000000
## min 67.0000000 8.000000e+01 20.0000000 29.0000000
## max 242.0000000 5.910000e+03 55.0000000 120.0000000
## range 175.0000000 5.830000e+03 35.0000000 91.0000000
## sum 4400.0000000 5.371000e+04 1114.0000000 1644.0000000
## median 156.0000000 1.310000e+03 35.0000000 48.0000000
## mean 151.7241379 1.852069e+03 34.8125000 53.0322581
## SE.mean 8.7955215 2.770203e+02 1.4827214 3.2868208
## CI.mean 18.0168091 5.674503e+02 3.0240302 6.7125836
## var 2243.4747537 2.225467e+06 70.3508065 334.8989247
## std.dev 47.3653328 1.491800e+03 8.3875388 18.3002438
## coef.var 0.3121806 8.054775e-01 0.2409347 0.3450776
## TM6_dist_parc_0 TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0 paO2._0
## nbr.val 3.200000e+01 33.0000000 3.100000e+01 3.300000e+01 33.0000000
## nbr.null 0.000000e+00 0.0000000 0.000000e+00 0.000000e+00 0.0000000
## nbr.na 3.000000e+00 2.0000000 4.000000e+00 2.000000e+00 2.0000000
## min 1.350000e+02 72.0000000 9.050000e+01 7.370000e+00 57.0000000
## max 5.680000e+02 95.0000000 9.690000e+01 7.470000e+00 91.9000000
## range 4.330000e+02 23.0000000 6.400000e+00 1.000000e-01 34.9000000
## sum 1.149900e+04 2739.0000000 2.916500e+03 2.448900e+02 2329.0000000
## median 3.520000e+02 83.0000000 9.400000e+01 7.420000e+00 69.5000000
## mean 3.593438e+02 83.0000000 9.408065e+01 7.420909e+00 70.5757576
## SE.mean 2.051404e+01 1.0570829 3.005522e-01 4.159774e-03 1.3320285
## CI.mean 4.183866e+01 2.1532074 6.138094e-01 8.473182e-03 2.7132532
## var 1.346643e+04 36.8750000 2.800280e+00 5.710227e-04 58.5518939
## std.dev 1.160449e+02 6.0724789 1.673404e+00 2.389608e-02 7.6519209
## coef.var 3.229357e-01 0.0731624 1.778691e-02 3.220102e-03 0.1084214
## pCO2._0 HCO3._0 ETT_PAPS._0 ETT_FEVG_0 Age_Broncho1
## nbr.val 33.0000000 32.0000000 22.0000000 30.0000000 3.500000e+01
## nbr.null 0.0000000 0.0000000 0.0000000 0.0000000 0.000000e+00
## nbr.na 2.0000000 3.0000000 13.0000000 5.0000000 0.000000e+00
## min 30.4000000 21.0000000 21.0000000 40.0000000 4.926000e+01
## max 48.0000000 34.1000000 48.6000000 75.0000000 7.170000e+01
## range 17.6000000 13.1000000 27.6000000 35.0000000 2.244000e+01
## sum 1319.8000000 824.4000000 753.4000000 1819.0000000 2.169700e+03
## median 41.0000000 25.8000000 32.0000000 61.0000000 6.357000e+01
## mean 39.9939394 25.7625000 34.2454545 60.6333333 6.199143e+01
## SE.mean 0.7474444 0.4854278 1.6405010 1.3282807 1.021779e+00
## CI.mean 1.5224944 0.9900365 3.4116086 2.7166390 2.076505e+00
## var 18.4362121 7.5404839 59.2073593 52.9298851 3.654113e+01
## std.dev 4.2937410 2.7459941 7.6946319 7.2752928 6.044926e+00
## coef.var 0.1073598 0.1065888 0.2246906 0.1199883 9.751229e-02
## chartis._1 Chartis_comp_.1 complic_1 PNO_1 EABPCO_1
## nbr.val NA NA 34.00000000 35.00000000 35.00000000
## nbr.null NA NA 24.00000000 34.00000000 32.00000000
## nbr.na NA NA 1.00000000 0.00000000 0.00000000
## min NA NA 0.00000000 0.00000000 0.00000000
## max NA NA 1.00000000 1.00000000 1.00000000
## range NA NA 1.00000000 1.00000000 1.00000000
## sum NA NA 10.00000000 1.00000000 3.00000000
## median NA NA 0.00000000 0.00000000 0.00000000
## mean NA NA 0.29411765 0.02857143 0.08571429
## SE.mean NA NA 0.07931763 0.02857143 0.04800960
## CI.mean NA NA 0.16137293 0.05806413 0.09756725
## var NA NA 0.21390374 0.02857143 0.08067227
## std.dev NA NA 0.46249729 0.16903085 0.28402864
## coef.var NA NA 1.57249079 5.91607978 3.31366748
## hémoptysie_1 infection_1 Germe_1 delais_broncho1_2 complic_2
## nbr.val 35.00000000 35.0000000 35.00000000 28.00000000 28.00000000
## nbr.null 34.00000000 30.0000000 23.00000000 0.00000000 15.00000000
## nbr.na 0.00000000 0.0000000 0.00000000 7.00000000 7.00000000
## min 0.00000000 0.0000000 0.00000000 0.02000000 0.00000000
## max 1.00000000 1.0000000 1.00000000 0.92000000 1.00000000
## range 1.00000000 1.0000000 1.00000000 0.90000000 1.00000000
## sum 1.00000000 5.0000000 12.00000000 3.88000000 13.00000000
## median 0.00000000 0.0000000 0.00000000 0.09000000 0.00000000
## mean 0.02857143 0.1428571 0.34285714 0.13857143 0.46428571
## SE.mean 0.02857143 0.0600120 0.08140424 0.03197517 0.09597926
## CI.mean 0.05806413 0.1219591 0.16543332 0.06560762 0.19693317
## var 0.02857143 0.1260504 0.23193277 0.02862751 0.25793651
## std.dev 0.16903085 0.3550358 0.48159399 0.16919667 0.50787450
## coef.var 5.91607978 2.4852506 1.40464914 1.22100690 1.09388354
## PNO_2 EABPCO_2 hémoptysie_2 infection_2 Germe_2
## nbr.val 28.00000000 28.00000000 28.00000000 28.00000000 NA
## nbr.null 25.00000000 19.00000000 27.00000000 25.00000000 NA
## nbr.na 7.00000000 7.00000000 7.00000000 7.00000000 NA
## min 0.00000000 0.00000000 0.00000000 0.00000000 NA
## max 1.00000000 1.00000000 1.00000000 1.00000000 NA
## range 1.00000000 1.00000000 1.00000000 1.00000000 NA
## sum 3.00000000 9.00000000 1.00000000 3.00000000 NA
## median 0.00000000 0.00000000 0.00000000 0.00000000 NA
## mean 0.10714286 0.32142857 0.03571429 0.10714286 NA
## SE.mean 0.05952381 0.08987898 0.03571429 0.05952381 NA
## CI.mean 0.12213277 0.18441644 0.07327966 0.12213277 NA
## var 0.09920635 0.22619048 0.03571429 0.09920635 NA
## std.dev 0.31497039 0.47559487 0.18898224 0.31497039 NA
## coef.var 2.93972368 1.47962847 5.29150262 2.93972368 NA
## nombre_T._valves Nbre_interventions Scan_Red_vol_2 Scan_scissure
## nbr.val 35.0000000 35.0000000 NA NA
## nbr.null 0.0000000 0.0000000 NA NA
## nbr.na 0.0000000 0.0000000 NA NA
## min 2.0000000 1.0000000 NA NA
## max 15.0000000 4.0000000 NA NA
## range 13.0000000 3.0000000 NA NA
## sum 219.0000000 69.0000000 NA NA
## median 6.0000000 2.0000000 NA NA
## mean 6.2571429 1.9714286 NA NA
## SE.mean 0.4402880 0.1262631 NA NA
## CI.mean 0.8947729 0.2565975 NA NA
## var 6.7848739 0.5579832 NA NA
## std.dev 2.6047791 0.7469827 NA NA
## coef.var 0.4162889 0.3789043 NA NA
## volume_lobe_T._.2 Repondeur
## nbr.val 3.400000e+01 NA
## nbr.null 1.000000e+01 NA
## nbr.na 1.000000e+00 NA
## min 0.000000e+00 NA
## max 2.271000e+03 NA
## range 2.271000e+03 NA
## sum 3.093600e+04 NA
## median 8.215000e+02 NA
## mean 9.098824e+02 NA
## SE.mean 1.314781e+02 NA
## CI.mean 2.674942e+02 NA
## var 5.877407e+05 NA
## std.dev 7.666425e+02 NA
## coef.var 8.425732e-01 NAdescribe() du package HmiscLa fonction describe() est également intéressante, elle permet de décrire des variables quantitative et qualitatives.
library(Hmisc)## Warning: package 'Hmisc' was built under R version 4.0.5## Warning: package 'lattice' was built under R version 4.0.5## Warning: package 'survival' was built under R version 4.0.5## Warning: package 'ggplot2' was built under R version 4.0.5describe(description)## description
##
## 68 Variables 48 Observations
## --------------------------------------------------------------------------------
## Centre
## n missing distinct
## 48 0 2
##
## Value Limoge Toulouse
## Frequency 13 35
## Proportion 0.271 0.729
## --------------------------------------------------------------------------------
## PATIENTS.TOULOUSE
## n missing distinct
## 48 0 48
##
## lowest : 001L 001T 002L 002T 003L, highest: 031T 032T 033T 034T 035T
## --------------------------------------------------------------------------------
## PATIENTS.HID
## n missing distinct Info Mean Gmd .05 .10
## 37 11 37 1 19 12.67 2.8 4.6
## .25 .50 .75 .90 .95
## 10.0 19.0 28.0 33.4 35.2
##
## lowest : 1 2 3 4 5, highest: 33 34 35 36 37
## --------------------------------------------------------------------------------
## hyperinfation
## n missing distinct
## 48 0 2
##
## Value Oui
## Frequency 11 37
## Proportion 0.229 0.771
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 48 0 3
##
## Value F M M
## Frequency 19 28 1
## Proportion 0.396 0.583 0.021
## --------------------------------------------------------------------------------
## Age_inclusion
## n missing distinct Info Mean Gmd .05 .10
## 48 0 47 1 61.53 7.42 50.67 53.11
## .25 .50 .75 .90 .95
## 57.44 61.90 66.50 69.62 70.53
##
## lowest : 49.26 50.14 50.58 50.83 51.83, highest: 69.96 70.19 70.71 71.70 74.24
## --------------------------------------------------------------------------------
## IMC.avant
## n missing distinct Info Mean Gmd .05 .10
## 47 1 31 0.998 22.95 4.938 17.00 17.84
## .25 .50 .75 .90 .95
## 20.00 22.00 25.55 29.38 30.35
##
## lowest : 14.0 16.1 17.0 17.6 18.0, highest: 29.5 30.0 30.5 32.0 33.0
## --------------------------------------------------------------------------------
## Etio
## n missing distinct
## 48 0 2
##
## Value defA1T Tabac
## Frequency 6 42
## Proportion 0.125 0.875
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 48 0 7
##
## lowest : LID LIG LM LSD , highest: LIG LM LSD LSDLM LSG
##
## Value LID LIG LM LSD LSDLM LSG
## Frequency 1 6 16 1 8 5 11
## Proportion 0.021 0.125 0.333 0.021 0.167 0.104 0.229
## --------------------------------------------------------------------------------
## volume_lobe_T._0
## n missing distinct Info Mean Gmd .05 .10
## 42 6 40 1 1837 766.9 952.8 1061.4
## .25 .50 .75 .90 .95
## 1430.0 1716.0 2226.5 2472.8 2808.8
##
## lowest : 536 942 950 1006 1054, highest: 2488 2502 2825 3219 5360
## --------------------------------------------------------------------------------
## Scinti_homogeneite
## n missing distinct
## 48 0 3
##
## Value Heterogene Homogene
## Frequency 3 27 18
## Proportion 0.062 0.562 0.375
## --------------------------------------------------------------------------------
## X._perf_lobe.T
## n missing distinct Info Mean Gmd .05 .10
## 45 3 23 0.997 11.7 6.818 1.00 1.64
## .25 .50 .75 .90 .95
## 8.00 12.00 16.00 19.00 19.80
##
## lowest : 0.0 0.3 1.0 1.4 2.0, highest: 17.0 18.0 19.0 20.0 22.0
## --------------------------------------------------------------------------------
## DELTA_scinti
## n missing distinct Info Mean Gmd .05 .10
## 45 3 30 0.998 20.31 14.01 1.4 3.4
## .25 .50 .75 .90 .95
## 11.0 22.0 28.0 36.3 41.8
##
## lowest : 0.0 0.1 1.0 3.0 4.0, highest: 36.5 39.0 42.5 44.0 47.0
## --------------------------------------------------------------------------------
## StratX_Scissure
## n missing distinct
## 48 0 5
##
## lowest : 0 Compléte Incompléte Intermediare
## highest: 0 Compléte Incompléte Intermediare
##
## Value 0 Compléte Incompléte Intermediare
## Frequency 13 1 26 2 6
## Proportion 0.271 0.021 0.542 0.042 0.125
## --------------------------------------------------------------------------------
## StratX_homogeneite
## n missing distinct
## 48 0 3
##
## Value Hétérogéne Homogène<15%
## Frequency 2 22 24
## Proportion 0.042 0.458 0.500
## --------------------------------------------------------------------------------
## X._inf_910_cible
## n missing distinct Info Mean Gmd .05 .10
## 35 13 21 0.996 69.77 8.336 58.4 60.0
## .25 .50 .75 .90 .95
## 65.0 70.0 75.0 77.6 80.8
##
## lowest : 57 59 60 61 62, highest: 77 78 79 85 87
## --------------------------------------------------------------------------------
## diff_p_densite
## n missing distinct Info Mean Gmd .05 .10
## 46 2 31 0.999 16.04 11.39 3.0 4.0
## .25 .50 .75 .90 .95
## 9.0 14.5 22.5 30.5 32.5
##
## lowest : 1 2 3 4 5, highest: 30 31 33 39 40
## --------------------------------------------------------------------------------
## EFR1_MMRC_0
## n missing distinct Info Mean Gmd
## 47 1 3 0.833 3.213 0.7308
##
## Value 2 3 4
## Frequency 7 23 17
## Proportion 0.149 0.489 0.362
## --------------------------------------------------------------------------------
## EFR1_O2_effort._0
## n missing distinct
## 48 0 4
##
## Value Effort Non Oui
## Frequency 1 13 22 12
## Proportion 0.021 0.271 0.458 0.250
## --------------------------------------------------------------------------------
## EFR1_BODE_0
## n missing distinct Info Mean Gmd
## 46 2 9 0.959 5.935 2.059
##
## lowest : 1 3 4 5 6, highest: 6 7 8 9 11
##
## Value 1 3 4 5 6 7 8 9 11
## Frequency 1 2 9 4 13 10 3 3 1
## Proportion 0.022 0.043 0.196 0.087 0.283 0.217 0.065 0.065 0.022
## --------------------------------------------------------------------------------
## EFR1_VEMS.ml_0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 33 0.998 920 301.1 554.5 614.0
## .25 .50 .75 .90 .95
## 740.0 875.0 1020.0 1267.0 1522.0
##
## lowest : 480 500 530 600 620, highest: 1330 1470 1550 1580 1820
## --------------------------------------------------------------------------------
## EFR1_VEMS.._0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 29 0.998 33.33 11.43 20.00 21.12
## .25 .50 .75 .90 .95
## 26.12 32.25 36.20 46.30 53.50
##
## lowest : 17.0 20.0 21.6 23.0 24.5, highest: 46.0 47.0 57.0 58.0 70.0
## --------------------------------------------------------------------------------
## EFR1_Tiffenau.._0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 32 0.998 38.11 9.842 25.35 26.70
## .25 .50 .75 .90 .95
## 31.00 38.90 44.85 48.72 51.75
##
## lowest : 25.0 26.0 27.0 28.0 30.0, highest: 48.6 49.0 50.0 52.7 53.0
## --------------------------------------------------------------------------------
## EFR1_CV_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 45 1 2595 952.3 1420 1598
## .25 .50 .75 .90 .95
## 2000 2520 3078 3878 3976
##
## lowest : 910 1300 1360 1530 1570, highest: 3920 3950 3990 4040 4090
## --------------------------------------------------------------------------------
## EFR1_CV.._0
## n missing distinct Info Mean Gmd .05 .10
## 47 1 34 0.999 73.49 26.49 40 42
## .25 .50 .75 .90 .95
## 56 77 86 100 105
##
## lowest : 24.0 37.0 40.0 40.5 43.0, highest: 97.0 100.0 105.0 122.0 146.0
## --------------------------------------------------------------------------------
## EFR1_CVF.ml_0
## n missing distinct Info Mean Gmd .05 .10
## 47 1 44 1 2445 899.7 1368 1506
## .25 .50 .75 .90 .95
## 1740 2400 2815 3612 3750
##
## lowest : 1260 1300 1350 1410 1500, highest: 3600 3630 3750 4030 4520
## --------------------------------------------------------------------------------
## EFR1_CVF.._0
## n missing distinct Info Mean Gmd .05 .10
## 46 2 36 0.999 71.77 24.51 41.00 45.30
## .25 .50 .75 .90 .95
## 54.25 70.50 83.00 95.50 110.00
##
## lowest : 37.0 38.0 41.0 43.0 47.6, highest: 95.0 96.0 110.0 120.0 138.0
## --------------------------------------------------------------------------------
## EFR1_VR.ml_0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 47 1 5404 1337 3613 3985
## .25 .50 .75 .90 .95
## 4660 5335 6148 7072 7402
##
## lowest : 3190 3300 3480 3860 3950, highest: 7100 7240 7490 7840 7870
## --------------------------------------------------------------------------------
## EFR1_VR.._0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 39 0.999 248.8 54.54 187.1 190.0
## .25 .50 .75 .90 .95
## 213.0 243.0 274.8 309.0 325.0
##
## lowest : 163 176 186 189 190, highest: 309 312 332 342 400
## --------------------------------------------------------------------------------
## EFR1_CPT.ml_0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 47 1 8104 1362 6330 6711
## .25 .50 .75 .90 .95
## 7265 8205 8880 9746 9917
##
## lowest : 5400 5650 6320 6350 6690, highest: 9760 9800 9980 10111 10300
## --------------------------------------------------------------------------------
## EFR1_CPT.._0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 32 0.999 136.3 15.55 119.4 121.1
## .25 .50 .75 .90 .95
## 124.8 138.0 147.0 151.6 156.7
##
## lowest : 106.7 108.0 119.0 120.0 121.6, highest: 153.0 156.0 157.0 158.0 163.0
## --------------------------------------------------------------------------------
## EFR1_VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 48 0 30 0.997 66.51 10.11 53.35 55.40
## .25 .50 .75 .90 .95
## 61.80 65.30 73.25 76.86 79.30
##
## lowest : 44.0 48.0 53.0 54.0 56.0, highest: 76.8 77.0 78.0 80.0 84.0
## --------------------------------------------------------------------------------
## EFR1_CRF_He_0
## n missing distinct Info Mean Gmd .05 .10
## 29 19 27 1 4800 2057 2440 2528
## .25 .50 .75 .90 .95
## 3370 4570 6700 7248 7482
##
## lowest : 2250 2440 2550 3030 3270, highest: 7190 7230 7320 7590 7680
## --------------------------------------------------------------------------------
## EFR1_CRF_He_._0
## n missing distinct Info Mean Gmd .05 .10
## 29 19 27 1 151.7 54.8 69.0 86.9
## .25 .50 .75 .90 .95
## 123.0 156.0 198.0 203.2 209.8
##
## lowest : 67.0 68.0 70.5 91.0 104.0, highest: 201.0 202.0 208.0 211.0 242.0
## --------------------------------------------------------------------------------
## EFR1_Air_piege_0
## n missing distinct Info Mean Gmd .05 .10
## 29 19 28 1 1852 1592 224 434
## .25 .50 .75 .90 .95
## 820 1310 2600 3404 5068
##
## lowest : 80 100 410 440 720, highest: 3190 3270 3940 5820 5910
## --------------------------------------------------------------------------------
## EFR1_TLCO._0
## n missing distinct Info Mean Gmd .05 .10
## 42 6 25 0.998 34.52 11.03 21.0 22.0
## .25 .50 .75 .90 .95
## 29.0 35.0 41.0 46.6 51.9
##
## lowest : 14 20 21 22 24, highest: 47 50 52 53 55
## --------------------------------------------------------------------------------
## EFR1_KCO._.0
## n missing distinct Info Mean Gmd .05 .10
## 41 7 30 0.999 50.44 19.24 29 31
## .25 .50 .75 .90 .95
## 40 47 61 69 77
##
## lowest : 18 29 30 31 32, highest: 69 70 77 79 120
## --------------------------------------------------------------------------------
## TM6_dist_parc_0
## n missing distinct Info Mean Gmd .05 .10
## 44 4 41 1 368.2 129 187.0 232.4
## .25 .50 .75 .90 .95
## 289.5 370.0 452.5 526.8 545.2
##
## lowest : 135 177 183 210 224, highest: 540 541 546 554 568
## --------------------------------------------------------------------------------
## TM6_Nadir_sat_0
## n missing distinct Info Mean Gmd .05 .10
## 44 4 20 0.994 84.27 7.017 74.15 75.30
## .25 .50 .75 .90 .95
## 80.75 84.50 90.00 91.00 93.55
##
## lowest : 72 74 75 76 77, highest: 89 90 91 94 95
##
## Value 72 74 75 76 77 78 79 80 81 82 83
## Frequency 1 2 2 2 1 1 1 1 2 4 2
## Proportion 0.023 0.045 0.045 0.045 0.023 0.023 0.023 0.023 0.045 0.091 0.045
##
## Value 84 85 86 87 89 90 91 94 95
## Frequency 3 1 5 3 1 3 6 2 1
## Proportion 0.068 0.023 0.114 0.068 0.023 0.068 0.136 0.045 0.023
## --------------------------------------------------------------------------------
## GDS_SaO2._0
## n missing distinct Info Mean Gmd .05 .10
## 33 15 20 0.991 93.92 2.014 90.56 91.64
## .25 .50 .75 .90 .95
## 93.00 93.90 95.30 96.00 96.72
##
## lowest : 90.0 90.5 90.6 91.5 92.2, highest: 95.8 95.9 96.0 96.6 96.9
##
## Value 90.0 90.5 90.6 91.5 92.2 93.0 93.4 93.5 93.8 93.9 94.0
## Frequency 1 1 1 1 1 6 3 1 1 1 4
## Proportion 0.030 0.030 0.030 0.030 0.030 0.182 0.091 0.030 0.030 0.030 0.121
##
## Value 94.4 95.0 95.3 95.5 95.8 95.9 96.0 96.6 96.9
## Frequency 1 2 1 1 1 1 2 1 2
## Proportion 0.030 0.061 0.030 0.030 0.030 0.030 0.061 0.030 0.061
## --------------------------------------------------------------------------------
## GDS_ph_0
## n missing distinct Info Mean Gmd .05 .10
## 34 14 10 0.977 7.42 0.02683 7.386 7.393
## .25 .50 .75 .90 .95
## 7.410 7.420 7.430 7.457 7.460
##
## lowest : 7.37 7.38 7.39 7.40 7.41, highest: 7.42 7.43 7.45 7.46 7.47
##
## Value 7.37 7.38 7.39 7.40 7.41 7.42 7.43 7.45 7.46 7.47
## Frequency 1 1 2 4 7 7 5 3 3 1
## Proportion 0.029 0.029 0.059 0.118 0.206 0.206 0.147 0.088 0.088 0.029
## --------------------------------------------------------------------------------
## paO2._0
## n missing distinct Info Mean Gmd .05 .10
## 38 10 33 0.999 71.84 10.42 60.00 61.14
## .25 .50 .75 .90 .95
## 65.15 69.75 75.95 82.32 86.88
##
## lowest : 57.0 60.0 61.0 61.2 62.0, highest: 81.0 85.4 86.0 91.9 107.0
## --------------------------------------------------------------------------------
## pCO2._0
## n missing distinct Info Mean Gmd .05 .10
## 38 10 28 0.998 39.13 5.477 30.91 33.13
## .25 .50 .75 .90 .95
## 36.00 39.75 42.00 44.65 47.00
##
## lowest : 28.0 30.4 31.0 31.1 34.0, highest: 44.0 44.5 45.0 47.0 48.0
## --------------------------------------------------------------------------------
## HCO3._0
## n missing distinct Info Mean Gmd .05 .10
## 32 16 20 0.995 25.76 3.043 21.77 22.80
## .25 .50 .75 .90 .95
## 23.98 25.80 27.10 28.90 30.00
##
## lowest : 21.0 21.6 21.9 22.8 23.0, highest: 27.7 28.0 29.0 30.0 34.1
##
## Value 21.0 21.6 21.9 22.8 23.0 23.9 24.0 24.7 25.0 25.4 25.8
## Frequency 1 1 1 2 2 1 1 1 4 1 2
## Proportion 0.031 0.031 0.031 0.062 0.062 0.031 0.031 0.031 0.125 0.031 0.062
##
## Value 26.0 26.8 26.9 27.1 27.7 28.0 29.0 30.0 34.1
## Frequency 4 1 1 2 1 2 1 2 1
## Proportion 0.125 0.031 0.031 0.062 0.031 0.062 0.031 0.062 0.031
## --------------------------------------------------------------------------------
## ETT_PAPS._0
## n missing distinct Info Mean Gmd .05 .10
## 23 25 13 0.99 34.32 8.664 26.02 26.56
## .25 .50 .75 .90 .95
## 28.00 32.00 39.80 44.68 48.24
##
## lowest : 21.0 26.0 26.2 28.0 30.0, highest: 38.6 41.0 43.4 45.0 48.6
##
## Value 21.0 26.0 26.2 28.0 30.0 32.0 34.0 36.0 38.6 41.0 43.4
## Frequency 1 1 1 4 2 3 1 3 1 2 1
## Proportion 0.043 0.043 0.043 0.174 0.087 0.130 0.043 0.130 0.043 0.087 0.043
##
## Value 45.0 48.6
## Frequency 1 2
## Proportion 0.043 0.087
## --------------------------------------------------------------------------------
## ETT_FEVG_0
## n missing distinct Info Mean Gmd .05 .10
## 32 16 20 0.997 60.94 8.101 50.55 53.10
## .25 .50 .75 .90 .95
## 56.50 61.00 65.25 69.80 71.45
##
## lowest : 40 50 51 53 54, highest: 68 70 71 72 75
##
## Value 40 50 51 53 54 55 57 59 60 61 62
## Frequency 1 1 1 1 2 2 1 3 2 3 2
## Proportion 0.031 0.031 0.031 0.031 0.062 0.062 0.031 0.094 0.062 0.094 0.062
##
## Value 64 65 66 67 68 70 71 72 75
## Frequency 3 2 2 1 1 1 1 1 1
## Proportion 0.094 0.062 0.062 0.031 0.031 0.031 0.031 0.031 0.031
## --------------------------------------------------------------------------------
## Age_Broncho1
## n missing distinct Info Mean Gmd .05 .10
## 47 1 46 1 61.59 7.488 50.66 52.93
## .25 .50 .75 .90 .95
## 57.39 62.03 66.73 69.67 70.55
##
## lowest : 49.26 50.14 50.58 50.83 51.83, highest: 69.96 70.19 70.71 71.70 74.24
## --------------------------------------------------------------------------------
## chartis._1
## n missing distinct
## 48 0 3
##
## Value non réalisé realisé
## Frequency 13 10 25
## Proportion 0.271 0.208 0.521
## --------------------------------------------------------------------------------
## Chartis_comp_.1
## n missing distinct
## 48 0 2
##
## Value complet
## Frequency 24 24
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## complic_1
## n missing distinct Info Sum Mean Gmd
## 34 14 2 0.623 10 0.2941 0.4278
##
## --------------------------------------------------------------------------------
## PNO_1
## n missing distinct Info Sum Mean Gmd
## 47 1 2 0.063 1 0.02128 0.04255
##
## --------------------------------------------------------------------------------
## EABPCO_1
## n missing distinct Info Sum Mean Gmd
## 47 1 2 0.234 4 0.08511 0.1591
##
## --------------------------------------------------------------------------------
## hémoptysie_1
## n missing distinct Info Sum Mean Gmd
## 35 13 2 0.083 1 0.02857 0.05714
##
## --------------------------------------------------------------------------------
## infection_1
## n missing distinct Info Sum Mean Gmd
## 47 1 2 0.285 5 0.1064 0.1943
##
## --------------------------------------------------------------------------------
## Germe_1
## n missing distinct Info Sum Mean Gmd
## 35 13 2 0.676 12 0.3429 0.4639
##
## --------------------------------------------------------------------------------
## delais_broncho1_2
## n missing distinct Info Mean Gmd .05 .10
## 39 9 18 0.983 0.1877 0.1878 0.069 0.070
## .25 .50 .75 .90 .95
## 0.080 0.090 0.155 0.362 0.740
##
## lowest : 0.02 0.06 0.07 0.08 0.09, highest: 0.35 0.41 0.72 0.92 1.30
##
## Value 0.02 0.06 0.07 0.08 0.09 0.10 0.11 0.13 0.14 0.17 0.18
## Frequency 1 1 3 9 6 1 3 3 2 2 1
## Proportion 0.026 0.026 0.077 0.231 0.154 0.026 0.077 0.077 0.051 0.051 0.026
##
## Value 0.21 0.24 0.35 0.41 0.72 0.92 1.30
## Frequency 1 1 1 1 1 1 1
## Proportion 0.026 0.026 0.026 0.026 0.026 0.026 0.026
## --------------------------------------------------------------------------------
## complic_2
## n missing distinct Info Sum Mean Gmd
## 28 20 2 0.747 13 0.4643 0.5159
##
## --------------------------------------------------------------------------------
## PNO_2
## n missing distinct Info Sum Mean Gmd
## 36 12 2 0.229 3 0.08333 0.1571
##
## --------------------------------------------------------------------------------
## EABPCO_2
## n missing distinct Info Sum Mean Gmd
## 36 12 2 0.637 11 0.3056 0.4365
##
## --------------------------------------------------------------------------------
## hémoptysie_2
## n missing distinct Info Sum Mean Gmd
## 28 20 2 0.103 1 0.03571 0.07143
##
## --------------------------------------------------------------------------------
## infection_2
## n missing distinct Info Sum Mean Gmd
## 36 12 2 0.229 3 0.08333 0.1571
##
## --------------------------------------------------------------------------------
## Germe_2
## n missing distinct
## 48 0 3
##
## Value Non Oui
## Frequency 26 12 10
## Proportion 0.542 0.250 0.208
## --------------------------------------------------------------------------------
## nombre_T._valves
## n missing distinct Info Mean Gmd .05 .10
## 47 1 10 0.971 6.213 2.501 3.3 4.0
## .25 .50 .75 .90 .95
## 5.0 6.0 8.0 8.4 9.0
##
## lowest : 2 3 4 5 6, highest: 7 8 9 12 15
##
## Value 2 3 4 5 6 7 8 9 12 15
## Frequency 1 2 8 9 10 3 9 3 1 1
## Proportion 0.021 0.043 0.170 0.191 0.213 0.064 0.191 0.064 0.021 0.021
## --------------------------------------------------------------------------------
## Nbre_interventions
## n missing distinct Info Mean Gmd
## 48 0 3 0.501 1.979 0.4938
##
## Value 1 2 4
## Frequency 7 38 3
## Proportion 0.146 0.792 0.062
## --------------------------------------------------------------------------------
## Scan_Red_vol_2
## n missing distinct
## 48 0 3
##
## Value Non Oui
## Frequency 6 7 35
## Proportion 0.125 0.146 0.729
## --------------------------------------------------------------------------------
## Scan_scissure
## n missing distinct
## 48 0 5
##
## lowest : atél cplte Inchangé modif scissure Segmentaire
## highest: atél cplte Inchangé modif scissure Segmentaire
##
## Value atél cplte Inchangé modif scissure
## Frequency 6 12 7 7
## Proportion 0.125 0.250 0.146 0.146
##
## Value Segmentaire
## Frequency 16
## Proportion 0.333
## --------------------------------------------------------------------------------
## volume_lobe_T._.2
## n missing distinct Info Mean Gmd .05 .10
## 42 6 32 0.987 905.3 846.2 0.0 0.0
## .25 .50 .75 .90 .95
## 54.5 821.5 1533.2 1958.7 2089.2
##
## lowest : 0 54 56 449 505, highest: 1984 2074 2090 2202 2271
## --------------------------------------------------------------------------------
## Repondeur
## n missing distinct
## 48 0 3
##
## Value non repondeur repondeur
## Frequency 1 19 28
## Proportion 0.021 0.396 0.583
## --------------------------------------------------------------------------------by(description, description$Repondeur, Hmisc::describe)