Nous allons ici employer les données description :`
hyperinf_desc <- read.csv2("C:/Users/mallah.s/Desktop/StatsTheses/These_Romane/hyperinf_desc.csv", stringsAsFactors=TRUE)
summary(hyperinf_desc)
## Centre PATIENTS.TOULOUSE hyperinfation Sexe Age_inclusion
## Limoge :13 001L : 1 Oui:37 F:19 Min. :49.26
## Toulouse:24 002L : 1 M:18 1st Qu.:55.81
## 003L : 1 Median :59.56
## 003T : 1 Mean :60.52
## 004L : 1 3rd Qu.:64.51
## 004T : 1 Max. :74.24
## (Other):31
## IMC.avant Etio Lobe_choisi volume_lobe_T._0 Scinti_homogeneite
## Min. :14.00 defA1T: 6 : 1 Min. : 536 : 2
## 1st Qu.:20.00 Tabac :31 LID : 3 1st Qu.:1384 Heterogene:20
## Median :21.80 LIG :14 Median :1554 Homogene :15
## Mean :22.67 LSD : 8 Mean :1677
## 3rd Qu.:24.88 LSDLM: 4 3rd Qu.:2084
## Max. :33.00 LSG : 7 Max. :3219
## NA's :1 NA's :5
## X._perf_lobe.T DELTA_scinti StratX_Scissure StratX_homogeneite
## Min. : 0.30 Min. : 0.10 :13 : 2
## 1st Qu.:10.00 1st Qu.:12.00 Compléte :17 Hétérogéne :15
## Median :13.00 Median :22.00 Incompléte : 2 Homogène<15%:20
## Mean :12.53 Mean :20.95 Intermediare: 5
## 3rd Qu.:16.50 3rd Qu.:26.50
## Max. :22.00 Max. :47.00
## NA's :2 NA's :2
## X._inf_910_cible diff_p_densite EFR1_MMRC_0 EFR1_O2_effort._0
## Min. :57.00 Min. : 1.00 Min. :2.000 : 1
## 1st Qu.:65.75 1st Qu.: 9.50 1st Qu.:3.000 Effort:10
## Median :70.00 Median :13.00 Median :3.000 Non :17
## Mean :70.04 Mean :16.23 Mean :3.111 Oui : 9
## 3rd Qu.:75.25 3rd Qu.:23.50 3rd Qu.:4.000
## Max. :87.00 Max. :40.00 Max. :4.000
## NA's :13 NA's :2 NA's :1
## EFR1_BODE_0 EFR1_VEMS.ml_0 EFR1_VEMS.._0 EFR1_Tiffenau.._0
## Min. :1.000 Min. : 480.0 Min. :20.00 Min. :25.00
## 1st Qu.:4.000 1st Qu.: 740.0 1st Qu.:30.00 1st Qu.:31.00
## Median :6.000 Median : 880.0 Median :33.00 Median :39.10
## Mean :5.472 Mean : 944.3 Mean :35.41 Mean :37.91
## 3rd Qu.:7.000 3rd Qu.:1050.0 3rd Qu.:39.70 3rd Qu.:44.80
## Max. :9.000 Max. :1820.0 Max. :70.00 Max. :53.00
## NA's :1
## EFR1_CV_ml_0 EFR1_CV.._0 EFR1_CVF.ml_0 EFR1_CVF.._0 EFR1_VR.ml_0
## Min. :1360 Min. : 40.00 Min. :1260 Min. : 38.00 Min. :3190
## 1st Qu.:2000 1st Qu.: 64.00 1st Qu.:1750 1st Qu.: 63.00 1st Qu.:4440
## Median :2740 Median : 80.00 Median :2500 Median : 74.00 Median :5000
## Mean :2712 Mean : 78.91 Mean :2511 Mean : 75.53 Mean :5053
## 3rd Qu.:3330 3rd Qu.: 89.00 3rd Qu.:3020 3rd Qu.: 85.00 3rd Qu.:5410
## Max. :4090 Max. :146.00 Max. :4520 Max. :138.00 Max. :7100
##
## EFR1_VR.._0 EFR1_CPT.ml_0 EFR1_CPT.._0 EFR1_VR_CPT_0 EFR1_CRF_He_0
## Min. :163.0 Min. : 5400 Min. :106.7 Min. :44.00 Min. :2440
## 1st Qu.:206.0 1st Qu.: 7120 1st Qu.:124.0 1st Qu.:61.00 1st Qu.:3278
## Median :236.0 Median : 7810 Median :138.5 Median :63.00 Median :3715
## Mean :239.5 Mean : 7835 Mean :136.6 Mean :64.64 Mean :4383
## 3rd Qu.:270.0 3rd Qu.: 8590 3rd Qu.:147.0 3rd Qu.:71.00 3rd Qu.:5348
## Max. :332.0 Max. :10300 Max. :163.0 Max. :84.00 Max. :7320
## NA's :17
## EFR1_CRF_He_._0 EFR1_Air_piege_0 EFR1_TLCO._0 EFR1_KCO._.0
## Min. : 67.0 Min. : 80 Min. :14.00 Min. : 18.00
## 1st Qu.:122.8 1st Qu.: 775 1st Qu.:28.00 1st Qu.: 39.75
## Median :137.0 Median :1240 Median :34.50 Median : 46.00
## Mean :147.4 Mean :1727 Mean :34.31 Mean : 48.84
## 3rd Qu.:184.0 3rd Qu.:2130 3rd Qu.:41.00 3rd Qu.: 57.25
## Max. :242.0 Max. :5910 Max. :53.00 Max. :120.00
## NA's :17 NA's :17 NA's :5 NA's :5
## TM6_dist_parc_0 TM6_Nadir_sat_0 GDS_SaO2._0 GDS_ph_0
## Min. :210.0 Min. :72.00 Min. :90.00 Min. :7.380
## 1st Qu.:307.5 1st Qu.:82.00 1st Qu.:93.00 1st Qu.:7.410
## Median :401.0 Median :86.00 Median :93.80 Median :7.420
## Mean :394.0 Mean :85.09 Mean :93.92 Mean :7.423
## 3rd Qu.:467.5 3rd Qu.:90.00 3rd Qu.:95.30 3rd Qu.:7.430
## Max. :568.0 Max. :95.00 Max. :96.90 Max. :7.470
## NA's :2 NA's :2 NA's :12 NA's :12
## paO2._0 pCO2._0 HCO3._0 ETT_PAPS._0
## Min. : 60.00 Min. :28.00 Min. :21.00 Min. :21.00
## 1st Qu.: 65.60 1st Qu.:35.00 1st Qu.:23.00 1st Qu.:28.00
## Median : 71.00 Median :37.20 Median :25.00 Median :32.00
## Mean : 72.75 Mean :38.16 Mean :25.42 Mean :33.63
## 3rd Qu.: 75.80 3rd Qu.:41.80 3rd Qu.:26.23 3rd Qu.:37.30
## Max. :107.00 Max. :48.00 Max. :34.10 Max. :48.60
## NA's :8 NA's :8 NA's :13 NA's :18
## ETT_FEVG_0 Age_Broncho1 chartis._1 Chartis_comp_.1 complic_1
## Min. :50.00 Min. :49.26 :13 :18 :14
## 1st Qu.:59.00 1st Qu.:55.73 non réalisé: 5 complet:19 Non:16
## Median :62.00 Median :59.59 realisé :19 Oui: 7
## Mean :61.96 Mean :60.57
## 3rd Qu.:65.50 3rd Qu.:64.73
## Max. :75.00 Max. :74.24
## NA's :14 NA's :1
## PNO_1 EABPCO_1 hémoptysie_1 infection_1 Germe_1 delais_broncho1_2
## : 1 : 1 :13 : 1 :13 Min. :0.0600
## Non:35 Non:35 Non:23 Non:31 Non:17 1st Qu.:0.0900
## Oui: 1 Oui: 1 Oui: 1 Oui: 5 Oui: 7 Median :0.1300
## Mean :0.2259
## 3rd Qu.:0.1800
## Max. :1.3000
## NA's :8
## complic_2 PNO_2 EABPCO_2 hémoptysie_2 infection_2 Germe_2 nombre_T._valves
## :19 :11 :11 :19 :11 :22 Min. : 3.000
## Non: 7 Non:24 Non:17 Non:17 Non:25 Non: 9 1st Qu.: 4.750
## Oui:11 Oui: 2 Oui: 9 Oui: 1 Oui: 1 Oui: 6 Median : 6.000
## Mean : 6.194
## 3rd Qu.: 8.000
## Max. :15.000
## NA's :1
## Nbre_interventions Scan_Red_vol_2 Scan_scissure volume_lobe_T._.2
## Min. :1.000 : 5 : 5 Min. : 0.0
## 1st Qu.:2.000 Non: 5 atél cplte : 9 1st Qu.: 55.5
## Median :2.000 Oui:27 Inchangé : 5 Median : 799.0
## Mean :1.946 modif scissure: 5 Mean : 904.4
## 3rd Qu.:2.000 Segmentaire :13 3rd Qu.:1528.5
## Max. :4.000 Max. :2271.0
## NA's :5
## Repondeur
## non repondeur:17
## repondeur :20
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