library(knitr) 
library(rmarkdown) 
library(markdown)
## Warning: package 'markdown' was built under R version 4.0.5
library(tidyverse)
## -- Attaching packages --------------------------------------- tidyverse 1.3.2 --
## v ggplot2 3.3.6     v purrr   0.3.4
## v tibble  3.1.8     v dplyr   1.0.9
## v tidyr   1.2.0     v stringr 1.4.0
## v readr   2.1.2     v forcats 0.5.1
## Warning: package 'tidyr' was built under R version 4.0.5
## Warning: package 'readr' was built under R version 4.0.5
## Warning: package 'forcats' was built under R version 4.0.5
## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag()    masks stats::lag()
library(prettyR)
BP_V5 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Brochopred_Arvin/BP_V5.csv", stringsAsFactors=TRUE)

Description 1

summary(BP_V5)
##     Sexe    Age.à.l.inclusion age.derniere.nouvelle
##  Femme: 9   Min.   :52.26     Min.   :52.41        
##  Homme:13   1st Qu.:57.70     1st Qu.:59.38        
##             Median :61.36     Median :64.03        
##             Mean   :62.38     Mean   :63.90        
##             3rd Qu.:66.67     3rd Qu.:67.60        
##             Max.   :79.01     Max.   :79.60        
##                                                    
##  delais.dernieres.nouvelles_mois Tabagisme.à.l.inclusion
##  Min.   : 0.90                   Actif: 9               
##  1st Qu.: 1.92                   Sevré:13               
##  Median : 9.75                                          
##  Mean   :18.27                                          
##  3rd Qu.:28.39                                          
##  Max.   :66.87                                          
##                                                         
##  Nombre.en.Paquets.années Atcd_HTA Atcd_Asthme ATCD_BPCO ATCD_cardiovasculaire
##  >50  :6                  Non:13   Non:21      Non:19    Non:13               
##  10_20:1                  Oui: 9   Oui: 1      Oui: 3    Oui: 9               
##  20_30:2                                                                      
##  30_40:6                                                                      
##  40_50:7                                                                      
##                                                                               
##                                                                               
##  ATCD_Diabete ATCD_cancer ATCD_Autre Stade.à.l.inclusion OMS_inclusion  
##  Non:15       Non:17      Non:19     IIIA:7              Min.   :1.000  
##  Oui: 7       Oui: 5      Oui: 3     IIIB:7              1st Qu.:1.000  
##                                      IV  :8              Median :2.000  
##                                                          Mean   :1.727  
##                                                          3rd Qu.:2.000  
##                                                          Max.   :3.000  
##                                                                         
##           Histologie Traitement_syst_avt_inclusion
##  Adénocarcinome:10   Non:13                       
##  Autre         : 4   Oui: 9                       
##  Epidermoïde   : 8                                
##                                                   
##                                                   
##                                                   
##                                                   
##  Nb_ligne_ttt_systemique_avant_inclusion Radiothérapie_avant_inclusion
##  Deux lignes : 1                         Non:18                       
##  Jamais      :13                         Oui: 4                       
##  Trois lignes: 1                                                      
##  Une ligne   : 7                                                      
##                                                                       
##                                                                       
##                                                                       
##  IMC.à.l.inclusion.Kg.m² Stade.de.dyspnée.à.l.inclusion.NYHA
##  Min.   :14.90           II :8                              
##  1st Qu.:20.00           III:6                              
##  Median :23.20           IV :8                              
##  Mean   :23.58                                              
##  3rd Qu.:25.60                                              
##  Max.   :37.30                                              
##  NA's   :1                                                  
##  Site_trach_et_ou_Carène Site_Trachée Site_Bronche.principale.droite_TI
##  Non:11                  non:14       non: 5                           
##  Oui:11                  oui: 8       oui:17                           
##                                                                        
##                                                                        
##                                                                        
##                                                                        
##                                                                        
##  Site_Bronche.principale.gauche Site_Carène Urgence  Programmé Urgence_DRA
##  non:15                         non:15      Non:16   Non: 6    non:17     
##  oui: 7                         oui: 7      Oui: 6   Oui:16    oui: 5     
##                                                                           
##                                                                           
##                                                                           
##                                                                           
##                                                                           
##  Urgence_Hémoptysie Prog_Dyspnée_atélectasie_obstruction Prog_Hémoptysie
##  non:20             Non: 6                               Non:20         
##  oui: 2             Oui:16                               Oui: 2         
##                                                                         
##                                                                         
##                                                                         
##                                                                         
##                                                                         
##  Atelectasie Atelectasie_RT_Lobaire Atelectasie_RT_Pulmonaire
##  Non:10      Non:15                 Non:17                   
##  Oui:12      Oui: 7                 Oui: 5                   
##                                                              
##                                                              
##                                                              
##                                                              
##                                                              
##  Absence_Atelectasie_RT      Obstruction Meth_desobstr_Mécanique
##  non:12                 Extrinsèque: 4   non: 3                 
##  oui:10                 Intrinsèque: 4   oui:19                 
##                         Mixte      :14                          
##                                                                 
##                                                                 
##                                                                 
##                                                                 
##  Meth_desobstr_Laser Meth_desobstr_Thermocoagulation Meth_desobstr_Cryothérapie
##  non:19              non: 7                          non:22                    
##  oui: 3              oui:15                                                    
##                                                                                
##                                                                                
##                                                                                
##                                                                                
##                                                                                
##  Meth_desobstr_Dilatation_ballon typ_stent_Métallique typ_stent_Silicone
##  non:22                          non:18               non: 9            
##                                  oui: 4               oui:13            
##                                                                         
##                                                                         
##                                                                         
##                                                                         
##                                                                         
##  Interven_Reussie Complication Complications_pneumo complication_Pneumothorax
##  non: 1           Non:18       Non:19               non:22                   
##  oui:21           Oui: 4       Oui: 3                                        
##                                                                              
##                                                                              
##                                                                              
##                                                                              
##                                                                              
##  complication_Hémoptysie complication_Migration_prothèse
##  non:21                  non:22                         
##  oui: 1                                                 
##                                                         
##                                                         
##                                                         
##                                                         
##                                                         
##  complication_Pneumopathie Complication_autre nb_jour_hospit 
##  non:20                    Non:21             Min.   :2.000  
##  oui: 2                    Oui: 1             1st Qu.:3.000  
##                                               Median :3.000  
##                                               Mean   :3.136  
##                                               3rd Qu.:3.000  
##                                               Max.   :5.000  
##                                                              
##  Permeabilité.du.lit.d.aval.après.désobstruction
##  Bonne   :17                                    
##  Mauvaise: 1                                    
##  Moyenne : 4                                    
##                                                 
##                                                 
##                                                 
##                                                 
##  Nouvelle.intervention.dans.le.1.er.mois    QOL_1_.      Fct_Physique_1_.
##  Non:19                                  Min.   : 0.00   Min.   :  0.00  
##  Oui: 3                                  1st Qu.:16.67   1st Qu.: 26.67  
##                                          Median :25.00   Median : 46.67  
##                                          Mean   :31.44   Mean   : 47.50  
##                                          3rd Qu.:50.00   3rd Qu.: 66.67  
##                                          Max.   :66.67   Max.   :100.00  
##                                                                          
##   fct_Rôle_1_.    fct_Emotionelle.. fct_Cognitive_1_. fct_Sociale_1_. 
##  Min.   :  0.00   Min.   :  0.00    Min.   :  0.00    Min.   :  0.00  
##  1st Qu.:  0.00   1st Qu.: 33.33    1st Qu.: 50.00    1st Qu.:  0.00  
##  Median :  0.00   Median : 58.33    Median : 83.33    Median : 33.33  
##  Mean   : 18.18   Mean   : 53.97    Mean   : 73.02    Mean   : 38.10  
##  3rd Qu.: 29.17   3rd Qu.: 75.00    3rd Qu.:100.00    3rd Qu.: 66.67  
##  Max.   :100.00   Max.   :100.00    Max.   :100.00    Max.   :100.00  
##                   NA's   :1         NA's   :1         NA's   :1       
##  symp_Asthénie_1_. symp_Nausée_vomissement_1_. symp_Insomnie_1_.
##  Min.   : 22.22    Min.   : 0.00               Min.   :  0.00   
##  1st Qu.: 58.33    1st Qu.: 0.00               1st Qu.: 33.33   
##  Median : 72.22    Median : 0.00               Median : 66.67   
##  Mean   : 72.22    Mean   :13.64               Mean   : 56.06   
##  3rd Qu.: 97.22    3rd Qu.:12.50               3rd Qu.: 66.67   
##  Max.   :100.00    Max.   :83.33               Max.   :100.00   
##                                                                 
##  symp_Diarrhée_1_. symp_Constipation_1_. symp_Anorexie_1_. symp_Dyspnée_1_.
##  Min.   :  0.00    Min.   :  0.00        Min.   :  0.00    Min.   : 11.11  
##  1st Qu.:  0.00    1st Qu.:  0.00        1st Qu.: 33.33    1st Qu.: 62.50  
##  Median :  0.00    Median :  0.00        Median : 66.67    Median : 88.89  
##  Mean   : 15.15    Mean   : 22.73        Mean   : 60.32    Mean   : 75.76  
##  3rd Qu.: 33.33    3rd Qu.: 33.33        3rd Qu.:100.00    3rd Qu.: 94.44  
##  Max.   :100.00    Max.   :100.00        Max.   :100.00    Max.   :100.00  
##                                          NA's   :1                         
##  symp_Toux_1_.    symp_Hémoptysie_1_. symp_Dysphagie_1_.
##  Min.   :  0.00   Min.   :  0.00      Min.   :  0.00    
##  1st Qu.: 66.67   1st Qu.:  0.00      1st Qu.:  0.00    
##  Median : 66.67   Median : 33.33      Median : 16.67    
##  Mean   : 75.76   Mean   : 30.30      Mean   : 27.27    
##  3rd Qu.:100.00   3rd Qu.: 33.33      3rd Qu.: 33.33    
##  Max.   :100.00   Max.   :100.00      Max.   :100.00    
##                                                         
##  symp_Douleur.thoracique_1_. symp_Douleur_non_thoracique_1_.
##  Min.   :  0.00              Min.   :  0.00                 
##  1st Qu.:  0.00              1st Qu.:  0.00                 
##  Median : 33.33              Median :  0.00                 
##  Mean   : 31.82              Mean   : 27.27                 
##  3rd Qu.: 33.33              3rd Qu.: 62.50                 
##  Max.   :100.00              Max.   :100.00                 
##                                                             
##  symp_Neuropathie_périphérique_1_. symp_Alopécie_1_.    QOL_2_.      
##  Min.   :  0.000                   Min.   :  0.000   Min.   : 16.67  
##  1st Qu.:  0.000                   1st Qu.:  0.000   1st Qu.: 33.33  
##  Median :  0.000                   Median :  0.000   Median : 50.00  
##  Mean   :  9.091                   Mean   :  7.576   Mean   : 48.68  
##  3rd Qu.:  0.000                   3rd Qu.:  0.000   3rd Qu.: 66.67  
##  Max.   :100.000                   Max.   :100.000   Max.   :100.00  
##                                                      NA's   :3       
##  Fct_Physique_2_.  fct_Rôle_2_.    fct_Emotionelle...1 fct_Cognitive_2_.
##  Min.   : 13.33   Min.   :  0.00   Min.   : 25.00      Min.   : 33.33   
##  1st Qu.: 46.67   1st Qu.: 33.33   1st Qu.: 41.67      1st Qu.: 66.67   
##  Median : 66.67   Median : 66.67   Median : 83.33      Median : 83.33   
##  Mean   : 64.59   Mean   : 58.82   Mean   : 69.30      Mean   : 84.21   
##  3rd Qu.: 86.67   3rd Qu.:100.00   3rd Qu.: 87.50      3rd Qu.:100.00   
##  Max.   :100.00   Max.   :100.00   Max.   :100.00      Max.   :100.00   
##  NA's   :3        NA's   :5        NA's   :3           NA's   :3        
##  fct_Sociale_2_.  symp_Asthénie_2_. symp_Nausée_vomissement_2_.
##  Min.   :  0.00   Min.   : 11.11    Min.   : 0.000             
##  1st Qu.: 33.33   1st Qu.: 33.33    1st Qu.: 0.000             
##  Median : 33.33   Median : 55.56    Median : 0.000             
##  Mean   : 54.90   Mean   : 55.56    Mean   : 6.140             
##  3rd Qu.:100.00   3rd Qu.: 72.22    3rd Qu.: 8.334             
##  Max.   :100.00   Max.   :100.00    Max.   :33.333             
##  NA's   :5        NA's   :3         NA's   :3                  
##  symp_Insomnie_2_. symp_Diarrhée_2_. symp_Constipation_2_. symp_Anorexie_2_.
##  Min.   :  0.00    Min.   : 0.000    Min.   :  0.00        Min.   :  0.00   
##  1st Qu.:  0.00    1st Qu.: 0.000    1st Qu.:  0.00        1st Qu.: 16.67   
##  Median : 66.67    Median : 0.000    Median :  0.00        Median : 33.33   
##  Mean   : 43.86    Mean   : 7.018    Mean   : 14.04        Mean   : 45.61   
##  3rd Qu.: 66.67    3rd Qu.: 0.000    3rd Qu.:  0.00        3rd Qu.: 66.67   
##  Max.   :100.00    Max.   :66.667    Max.   :100.00        Max.   :100.00   
##  NA's   :3         NA's   :3         NA's   :3             NA's   :3        
##  symp_Dyspnée_2_. symp_Toux_2_.    symp_Hémoptysie_2_. symp_Dysphagie_2_.
##  Min.   : 0.00    Min.   : 33.33   Min.   : 0.00       Min.   : 0.00     
##  1st Qu.:11.11    1st Qu.: 33.33   1st Qu.: 0.00       1st Qu.: 0.00     
##  Median :55.56    Median : 66.67   Median : 0.00       Median : 0.00     
##  Mean   :43.86    Mean   : 63.16   Mean   :17.54       Mean   :17.54     
##  3rd Qu.:72.22    3rd Qu.: 83.33   3rd Qu.:33.33       3rd Qu.:33.33     
##  Max.   :94.44    Max.   :100.00   Max.   :66.67       Max.   :66.67     
##  NA's   :3        NA's   :3        NA's   :3           NA's   :3         
##  symp_Douleur.thoracique_2_. symp_Douleur_non_thoracique_2_.
##  Min.   : 0.00               Min.   : 0.00                  
##  1st Qu.: 0.00               1st Qu.: 0.00                  
##  Median :33.33               Median : 0.00                  
##  Mean   :26.32               Mean   :19.30                  
##  3rd Qu.:50.00               3rd Qu.:33.33                  
##  Max.   :66.67               Max.   :66.67                  
##  NA's   :3                   NA's   :3                      
##  symp_Neuropathie_périphérique_2_. symp_Alopécie_2_.    QOL_3_.     
##  Min.   : 0.000                    Min.   : 0.000    Min.   : 0.00  
##  1st Qu.: 0.000                    1st Qu.: 0.000    1st Qu.:50.00  
##  Median : 0.000                    Median : 0.000    Median :50.00  
##  Mean   : 3.509                    Mean   : 3.509    Mean   :50.49  
##  3rd Qu.: 0.000                    3rd Qu.: 0.000    3rd Qu.:66.67  
##  Max.   :33.333                    Max.   :66.667    Max.   :75.00  
##  NA's   :3                         NA's   :3         NA's   :5      
##  Fct_Physique_3_.  fct_Rôle_3_.    fct_Emotionelle...2 fct_Cognitive_3_.
##  Min.   : 33.33   Min.   :  0.00   Min.   :  0.00      Min.   : 33.33   
##  1st Qu.: 60.00   1st Qu.: 33.33   1st Qu.: 66.67      1st Qu.: 83.33   
##  Median : 66.67   Median : 66.67   Median : 83.33      Median :100.00   
##  Mean   : 65.10   Mean   : 52.94   Mean   : 76.96      Mean   : 88.24   
##  3rd Qu.: 73.33   3rd Qu.: 83.33   3rd Qu.: 91.67      3rd Qu.:100.00   
##  Max.   :100.00   Max.   :100.00   Max.   :100.00      Max.   :100.00   
##  NA's   :5        NA's   :5        NA's   :5           NA's   :5        
##  fct_Sociale_3_.  symp_Asthénie_3_. symp_Nausée_vomissement_3_.
##  Min.   :  0.00   Min.   : 11.11    Min.   : 0.000             
##  1st Qu.: 33.33   1st Qu.: 33.33    1st Qu.: 0.000             
##  Median : 66.67   Median : 44.44    Median : 0.000             
##  Mean   : 65.69   Mean   : 52.29    Mean   : 2.941             
##  3rd Qu.:100.00   3rd Qu.: 66.67    3rd Qu.: 0.000             
##  Max.   :100.00   Max.   :100.00    Max.   :33.333             
##  NA's   :5        NA's   :5         NA's   :5                  
##  symp_Insomnie_3_. symp_Diarrhée_3_. symp_Constipation_3_. symp_Anorexie_3_.
##  Min.   :  0.00    Min.   :0         Min.   :  0.00        Min.   :  0.00   
##  1st Qu.:  0.00    1st Qu.:0         1st Qu.:  0.00        1st Qu.: 33.33   
##  Median : 33.33    Median :0         Median :  0.00        Median : 33.33   
##  Mean   : 33.33    Mean   :0         Mean   : 25.49        Mean   : 37.25   
##  3rd Qu.: 33.33    3rd Qu.:0         3rd Qu.: 33.33        3rd Qu.: 66.67   
##  Max.   :100.00    Max.   :0         Max.   :100.00        Max.   :100.00   
##  NA's   :5         NA's   :5         NA's   :5             NA's   :5        
##  symp_Dyspnée_3_. symp_Toux_3_.    symp_Hémoptysie_3_. symp_Dysphagie_3_.
##  Min.   :  0.00   Min.   :  0.00   Min.   : 0.00       Min.   :  0.00    
##  1st Qu.: 22.22   1st Qu.: 33.33   1st Qu.: 0.00       1st Qu.:  0.00    
##  Median : 38.89   Median : 66.67   Median : 0.00       Median :  0.00    
##  Mean   : 44.93   Mean   : 58.82   Mean   :15.69       Mean   : 15.69    
##  3rd Qu.: 66.67   3rd Qu.:100.00   3rd Qu.:33.33       3rd Qu.: 33.33    
##  Max.   :100.00   Max.   :100.00   Max.   :66.67       Max.   :100.00    
##  NA's   :5        NA's   :5        NA's   :5           NA's   :5         
##  symp_Douleur.thoracique_3_. symp_Douleur_non_thoracique_3_.
##  Min.   :  0.00              Min.   : 0.00                  
##  1st Qu.:  0.00              1st Qu.: 0.00                  
##  Median :  0.00              Median : 0.00                  
##  Mean   : 19.61              Mean   :19.61                  
##  3rd Qu.: 33.33              3rd Qu.:33.33                  
##  Max.   :100.00              Max.   :66.67                  
##  NA's   :5                   NA's   :5                      
##  symp_Neuropathie_périphérique_3_. symp_Alopécie_3_.
##  Min.   : 0.000                    Min.   :  0.000  
##  1st Qu.: 0.000                    1st Qu.:  0.000  
##  Median : 0.000                    Median :  0.000  
##  Mean   : 5.882                    Mean   :  5.882  
##  3rd Qu.: 0.000                    3rd Qu.:  0.000  
##  Max.   :66.667                    Max.   :100.000  
##  NA's   :5                         NA's   :5        
##  Permeabilité.du.lit.d.aval.après.désobstruction.1
##  Bonne   :17                                      
##  Mauvaise: 1                                      
##  Moyenne : 4                                      
##                                                   
##                                                   
##                                                   
##                                                   
##  Nouvelle.intervention.dans.le.1.er.mois.1 Total_EORTC.QLQ30_1
##  Non:19                                    Min.   :21.15      
##  Oui: 3                                    1st Qu.:40.38      
##                                            Median :52.78      
##                                            Mean   :52.09      
##                                            3rd Qu.:60.22      
##                                            Max.   :84.83      
##                                                               
##  Total_EORTC.LC13_1 Total_EORTC.QLQ30_2 Total_EORTC.LC13_2 Total_EORTC.QLQ30_3
##  Min.   :11.11      Min.   :25.39       Min.   :50.92      Min.   :25.64      
##  1st Qu.:57.41      1st Qu.:55.94       1st Qu.:59.72      1st Qu.:64.23      
##  Median :62.96      Median :69.06       Median :67.59      Median :72.82      
##  Mean   :58.60      Mean   :67.78       Mean   :65.43      Mean   :70.86      
##  3rd Qu.:66.67      3rd Qu.:85.47       3rd Qu.:71.76      3rd Qu.:85.26      
##  Max.   :71.30      Max.   :97.86       Max.   :80.56      Max.   :89.57      
##  NA's   :1          NA's   :3           NA's   :4          NA's   :5          
##  Total_EORTC.LC13_3
##  Min.   :36.11     
##  1st Qu.:59.72     
##  Median :69.44     
##  Mean   :66.53     
##  3rd Qu.:74.07     
##  Max.   :84.26     
##  NA's   :5
library(Hmisc)
## Warning: package 'Hmisc' was built under R version 4.0.5
## Loading required package: lattice
## Warning: package 'lattice' was built under R version 4.0.5
## Loading required package: survival
## Warning: package 'survival' was built under R version 4.0.5
## Loading required package: Formula
## 
## Attaching package: 'Hmisc'
## The following object is masked from 'package:prettyR':
## 
##     describe
## The following objects are masked from 'package:dplyr':
## 
##     src, summarize
## The following objects are masked from 'package:base':
## 
##     format.pval, units

Description 2

describe(BP_V5)
## BP_V5 
## 
##  123  Variables      22  Observations
## --------------------------------------------------------------------------------
## Sexe 
##        n  missing distinct 
##       22        0        2 
##                       
## Value      Femme Homme
## Frequency      9    13
## Proportion 0.409 0.591
## --------------------------------------------------------------------------------
## Age.à.l.inclusion 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       22        0       22        1    62.38      7.4    53.23    55.48 
##      .25      .50      .75      .90      .95 
##    57.70    61.36    66.66    68.60    73.16 
## 
## lowest : 52.26 53.12 55.39 56.29 56.86, highest: 67.31 67.90 68.68 73.40 79.01
## --------------------------------------------------------------------------------
## age.derniere.nouvelle 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       22        0       22        1     63.9    7.901    53.44    56.58 
##      .25      .50      .75      .90      .95 
##    59.38    64.03    67.60    72.33    76.18 
## 
## lowest : 52.41389 53.27222 56.54167 56.95000 57.63889
## highest: 67.98611 69.71944 72.62222 76.37222 79.60278
## --------------------------------------------------------------------------------
## delais.dernieres.nouvelles_mois 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       22        0       21    0.999    18.27    22.53    0.937    1.070 
##      .25      .50      .75      .90      .95 
##    1.920    9.750   28.395   55.434   63.463 
## 
## lowest :  0.90  0.93  1.07  1.83  1.87, highest: 31.67 35.67 57.63 63.77 66.87
##                                                                             
## Value        0.9   1.1   1.8   1.9   2.1   2.3   3.1   4.7   7.1  12.4  13.4
## Frequency      2     2     1     1     1     1     1     1     1     1     1
## Proportion 0.091 0.091 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045
##                                                                 
## Value       14.2  23.6  27.0  28.9  31.7  35.7  57.6  63.8  66.9
## Frequency      1     1     1     1     1     1     1     1     1
## Proportion 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045
## 
## For the frequency table, variable is rounded to the nearest 0.1
## --------------------------------------------------------------------------------
## Tabagisme.à.l.inclusion 
##        n  missing distinct 
##       22        0        2 
##                       
## Value      Actif Sevré
## Frequency      9    13
## Proportion 0.409 0.591
## --------------------------------------------------------------------------------
## Nombre.en.Paquets.années 
##        n  missing distinct 
##       22        0        5 
## 
## lowest : >50   10_20 20_30 30_40 40_50, highest: >50   10_20 20_30 30_40 40_50
##                                         
## Value        >50 10_20 20_30 30_40 40_50
## Frequency      6     1     2     6     7
## Proportion 0.273 0.045 0.091 0.273 0.318
## --------------------------------------------------------------------------------
## Atcd_HTA 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     13     9
## Proportion 0.591 0.409
## --------------------------------------------------------------------------------
## Atcd_Asthme 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     21     1
## Proportion 0.955 0.045
## --------------------------------------------------------------------------------
## ATCD_BPCO 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     19     3
## Proportion 0.864 0.136
## --------------------------------------------------------------------------------
## ATCD_cardiovasculaire 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     13     9
## Proportion 0.591 0.409
## --------------------------------------------------------------------------------
## ATCD_Diabete 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     15     7
## Proportion 0.682 0.318
## --------------------------------------------------------------------------------
## ATCD_cancer 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     17     5
## Proportion 0.773 0.227
## --------------------------------------------------------------------------------
## ATCD_Autre 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     19     3
## Proportion 0.864 0.136
## --------------------------------------------------------------------------------
## Stade.à.l.inclusion 
##        n  missing distinct 
##       22        0        3 
##                             
## Value       IIIA  IIIB    IV
## Frequency      7     7     8
## Proportion 0.318 0.318 0.364
## --------------------------------------------------------------------------------
## OMS_inclusion 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        3    0.854    1.727   0.8312 
##                             
## Value          1     2     3
## Frequency     10     8     4
## Proportion 0.455 0.364 0.182
## --------------------------------------------------------------------------------
## Histologie 
##        n  missing distinct 
##       22        0        3 
##                                                        
## Value      Adénocarcinome          Autre    Epidermoïde
## Frequency              10              4              8
## Proportion          0.455          0.182          0.364
## --------------------------------------------------------------------------------
## Traitement_syst_avt_inclusion 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     13     9
## Proportion 0.591 0.409
## --------------------------------------------------------------------------------
## Nb_ligne_ttt_systemique_avant_inclusion 
##        n  missing distinct 
##       22        0        4 
##                                                               
## Value       Deux lignes       Jamais Trois lignes    Une ligne
## Frequency             1           13            1            7
## Proportion        0.045        0.591        0.045        0.318
## --------------------------------------------------------------------------------
## Radiothérapie_avant_inclusion 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     18     4
## Proportion 0.818 0.182
## --------------------------------------------------------------------------------
## IMC.à.l.inclusion.Kg.m² 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       21        1       21        1    23.58    5.458     18.0     19.0 
##      .25      .50      .75      .90      .95 
##     20.0     23.2     25.6     28.0     31.0 
## 
## lowest : 14.9 18.0 19.0 19.1 19.7, highest: 26.3 27.8 28.0 31.0 37.3
## --------------------------------------------------------------------------------
## Stade.de.dyspnée.à.l.inclusion.NYHA 
##        n  missing distinct 
##       22        0        3 
##                             
## Value         II   III    IV
## Frequency      8     6     8
## Proportion 0.364 0.273 0.364
## --------------------------------------------------------------------------------
## Site_trach_et_ou_Carène 
##        n  missing distinct 
##       22        0        2 
##                   
## Value      Non Oui
## Frequency   11  11
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Site_Trachée 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     14     8
## Proportion 0.636 0.364
## --------------------------------------------------------------------------------
## Site_Bronche.principale.droite_TI 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency      5    17
## Proportion 0.227 0.773
## --------------------------------------------------------------------------------
## Site_Bronche.principale.gauche 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     15     7
## Proportion 0.682 0.318
## --------------------------------------------------------------------------------
## Site_Carène 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     15     7
## Proportion 0.682 0.318
## --------------------------------------------------------------------------------
## Urgence 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     16     6
## Proportion 0.727 0.273
## --------------------------------------------------------------------------------
## Programmé 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency      6    16
## Proportion 0.273 0.727
## --------------------------------------------------------------------------------
## Urgence_DRA 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     17     5
## Proportion 0.773 0.227
## --------------------------------------------------------------------------------
## Urgence_Hémoptysie 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     20     2
## Proportion 0.909 0.091
## --------------------------------------------------------------------------------
## Prog_Dyspnée_atélectasie_obstruction 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency      6    16
## Proportion 0.273 0.727
## --------------------------------------------------------------------------------
## Prog_Hémoptysie 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     20     2
## Proportion 0.909 0.091
## --------------------------------------------------------------------------------
## Atelectasie 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     10    12
## Proportion 0.455 0.545
## --------------------------------------------------------------------------------
## Atelectasie_RT_Lobaire 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     15     7
## Proportion 0.682 0.318
## --------------------------------------------------------------------------------
## Atelectasie_RT_Pulmonaire 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     17     5
## Proportion 0.773 0.227
## --------------------------------------------------------------------------------
## Absence_Atelectasie_RT 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     12    10
## Proportion 0.545 0.455
## --------------------------------------------------------------------------------
## Obstruction 
##        n  missing distinct 
##       22        0        3 
##                                               
## Value      Extrinsèque Intrinsèque       Mixte
## Frequency            4           4          14
## Proportion       0.182       0.182       0.636
## --------------------------------------------------------------------------------
## Meth_desobstr_Mécanique 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency      3    19
## Proportion 0.136 0.864
## --------------------------------------------------------------------------------
## Meth_desobstr_Laser 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     19     3
## Proportion 0.864 0.136
## --------------------------------------------------------------------------------
## Meth_desobstr_Thermocoagulation 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency      7    15
## Proportion 0.318 0.682
## --------------------------------------------------------------------------------
## Meth_desobstr_Cryothérapie 
##        n  missing distinct    value 
##       22        0        1      non 
##               
## Value      non
## Frequency   22
## Proportion   1
## --------------------------------------------------------------------------------
## Meth_desobstr_Dilatation_ballon 
##        n  missing distinct    value 
##       22        0        1      non 
##               
## Value      non
## Frequency   22
## Proportion   1
## --------------------------------------------------------------------------------
## typ_stent_Métallique 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     18     4
## Proportion 0.818 0.182
## --------------------------------------------------------------------------------
## typ_stent_Silicone 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency      9    13
## Proportion 0.409 0.591
## --------------------------------------------------------------------------------
## Interven_Reussie 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency      1    21
## Proportion 0.045 0.955
## --------------------------------------------------------------------------------
## Complication 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     18     4
## Proportion 0.818 0.182
## --------------------------------------------------------------------------------
## Complications_pneumo 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     19     3
## Proportion 0.864 0.136
## --------------------------------------------------------------------------------
## complication_Pneumothorax 
##        n  missing distinct    value 
##       22        0        1      non 
##               
## Value      non
## Frequency   22
## Proportion   1
## --------------------------------------------------------------------------------
## complication_Hémoptysie 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     21     1
## Proportion 0.955 0.045
## --------------------------------------------------------------------------------
## complication_Migration_prothèse 
##        n  missing distinct    value 
##       22        0        1      non 
##               
## Value      non
## Frequency   22
## Proportion   1
## --------------------------------------------------------------------------------
## complication_Pneumopathie 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        non   oui
## Frequency     20     2
## Proportion 0.909 0.091
## --------------------------------------------------------------------------------
## Complication_autre 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     21     1
## Proportion 0.955 0.045
## --------------------------------------------------------------------------------
## nb_jour_hospit 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4     0.68    3.136   0.7316 
##                                   
## Value          2     3     4     5
## Frequency      3    15     2     2
## Proportion 0.136 0.682 0.091 0.091
## --------------------------------------------------------------------------------
## Permeabilité.du.lit.d.aval.après.désobstruction 
##        n  missing distinct 
##       22        0        3 
##                                      
## Value         Bonne Mauvaise  Moyenne
## Frequency        17        1        4
## Proportion    0.773    0.045    0.182
## --------------------------------------------------------------------------------
## Nouvelle.intervention.dans.le.1.er.mois 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     19     3
## Proportion 0.864 0.136
## --------------------------------------------------------------------------------
## QOL_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        7    0.967    31.44    23.05 
## 
## lowest :  0.000  8.333 16.667 25.000 33.333, highest: 16.667 25.000 33.333 50.000 66.667
##                                                            
## Value       0.000  8.333 16.667 25.000 33.333 50.000 66.667
## Frequency       1      2      6      3      3      4      3
## Proportion  0.045  0.091  0.273  0.136  0.136  0.182  0.136
## --------------------------------------------------------------------------------
## Fct_Physique_1_. 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       22        0       13    0.994     47.5    32.62     1.00    20.00 
##      .25      .50      .75      .90      .95 
##    26.67    46.67    66.67    80.00    86.33 
## 
## lowest :   0.000  20.000  26.667  33.333  40.000
## highest:  66.667  73.333  80.000  86.667 100.000
##                                                                          
## Value        0.0000  20.0000  26.6670  33.3330  40.0000  46.6670  58.3333
## Frequency         2        3        2        2        1        2        1
## Proportion    0.091    0.136    0.091    0.091    0.045    0.091    0.045
##                                                                 
## Value       60.0000  66.6670  73.3330  80.0000  86.6670 100.0000
## Frequency         2        2        1        2        1        1
## Proportion    0.091    0.091    0.045    0.091    0.045    0.045
## --------------------------------------------------------------------------------
## fct_Rôle_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        5     0.74    18.18       29 
## 
## lowest :   0.000  16.667  33.333  66.667 100.000
## highest:   0.000  16.667  33.333  66.667 100.000
##                                                   
## Value        0.000  16.667  33.333  66.667 100.000
## Frequency       14       2       3       1       2
## Proportion   0.636   0.091   0.136   0.045   0.091
## --------------------------------------------------------------------------------
## fct_Emotionelle.. 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       21        1       10    0.982    53.97    31.75    16.67    16.67 
##      .25      .50      .75      .90      .95 
##    33.33    58.33    75.00    83.33    83.33 
## 
## lowest :   0.000  16.667  25.000  33.333  41.667
## highest:  58.330  66.667  75.000  83.333 100.000
##                                                                           
## Value        0.000  16.667  25.000  33.333  41.667  58.330  66.667  75.000
## Frequency        1       2       1       2       4       1       3       2
## Proportion   0.048   0.095   0.048   0.095   0.190   0.048   0.143   0.095
##                           
## Value       83.333 100.000
## Frequency        4       1
## Proportion   0.190   0.048
## --------------------------------------------------------------------------------
## fct_Cognitive_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       21        1        7    0.931    73.02    33.65 
## 
## lowest :   0.000  16.667  33.333  50.000  66.667
## highest:  33.333  50.000  66.667  83.333 100.000
##                                                                   
## Value        0.000  16.667  33.333  50.000  66.667  83.333 100.000
## Frequency        1       1       2       2       2       5       8
## Proportion   0.048   0.048   0.095   0.095   0.095   0.238   0.381
## --------------------------------------------------------------------------------
## fct_Sociale_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       21        1        7    0.958     38.1    36.51 
## 
## lowest :   0.000  16.667  33.333  50.000  66.667
## highest:  33.333  50.000  66.667  83.333 100.000
##                                                                   
## Value        0.000  16.667  33.333  50.000  66.667  83.333 100.000
## Frequency        6       2       3       3       5       1       1
## Proportion   0.286   0.095   0.143   0.143   0.238   0.048   0.048
## --------------------------------------------------------------------------------
## symp_Asthénie_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        8    0.965    72.22    27.66 
## 
## lowest :  22.222  33.333  44.444  55.556  66.667
## highest:  55.556  66.667  77.778  88.889 100.000
##                                                                           
## Value       22.222  33.333  44.444  55.556  66.667  77.778  88.889 100.000
## Frequency        1       2       1       2       5       3       2       6
## Proportion   0.045   0.091   0.045   0.091   0.227   0.136   0.091   0.273
## --------------------------------------------------------------------------------
## symp_Nausée_vomissement_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        5    0.615    13.64     22.8 
## 
## lowest :  0.000 16.667 33.333 66.667 83.333, highest:  0.000 16.667 33.333 66.667 83.333
##                                              
## Value       0.000 16.667 33.333 66.667 83.333
## Frequency      16      1      2      2      1
## Proportion  0.727  0.045  0.091  0.091  0.045
## --------------------------------------------------------------------------------
## symp_Insomnie_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.909    56.06    35.35 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        2       8       7       5
## Proportion   0.091   0.364   0.318   0.227
## --------------------------------------------------------------------------------
## symp_Diarrhée_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.673    15.15    23.95 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       15       5       1       1
## Proportion   0.682   0.227   0.045   0.045
## --------------------------------------------------------------------------------
## symp_Constipation_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.782    22.73    33.04 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       13       5       2       2
## Proportion   0.591   0.227   0.091   0.091
## --------------------------------------------------------------------------------
## symp_Anorexie_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       21        1        5    0.923    60.32    42.22 
## 
## lowest :   0.000  33.330  33.333  66.667 100.000
## highest:   0.000  33.330  33.333  66.667 100.000
##                                                   
## Value        0.000  33.330  33.333  66.667 100.000
## Frequency        3       1       5       4       8
## Proportion   0.143   0.048   0.238   0.190   0.381
## --------------------------------------------------------------------------------
## symp_Dyspnée_1_. 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       22        0       14    0.986    75.76    27.08    28.33    40.00 
##      .25      .50      .75      .90      .95 
##    62.50    88.89    94.44    99.44   100.00 
## 
## lowest :  11.111  27.778  38.889  50.000  55.556
## highest:  83.333  88.888  88.889  94.444 100.000
##                                                                           
## Value       11.111  27.778  38.889  50.000  55.556  61.111  66.667  72.222
## Frequency        1       1       1       1       1       1       1       1
## Proportion   0.045   0.045   0.045   0.045   0.045   0.045   0.045   0.045
##                                                           
## Value       77.778  83.333  88.888  88.889  94.444 100.000
## Frequency        1       1       1       4       4       3
## Proportion   0.045   0.045   0.045   0.182   0.182   0.136
## --------------------------------------------------------------------------------
## symp_Toux_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.839    75.76    28.57 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        1       2       9      10
## Proportion   0.045   0.091   0.409   0.455
## --------------------------------------------------------------------------------
## symp_Hémoptysie_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.862     30.3     35.5 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        9       9       1       3
## Proportion   0.409   0.409   0.045   0.136
## --------------------------------------------------------------------------------
## symp_Dysphagie_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.853    27.27     35.5 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       11       6       3       2
## Proportion   0.500   0.273   0.136   0.091
## --------------------------------------------------------------------------------
## symp_Douleur.thoracique_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4     0.87    31.82    39.97 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       10       7       1       4
## Proportion   0.455   0.318   0.045   0.182
## --------------------------------------------------------------------------------
## symp_Douleur_non_thoracique_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        5    0.788    27.27    37.66 
## 
## lowest :   0.000  33.333  50.000  66.667 100.000
## highest:   0.000  33.333  50.000  66.667 100.000
##                                                   
## Value        0.000  33.333  50.000  66.667 100.000
## Frequency       13       1       2       4       2
## Proportion   0.591   0.045   0.091   0.182   0.091
## --------------------------------------------------------------------------------
## symp_Neuropathie_périphérique_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        4    0.356    9.091    17.03 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       19       1       1       1
## Proportion   0.864   0.045   0.045   0.045
## --------------------------------------------------------------------------------
## symp_Alopécie_1_. 
##        n  missing distinct     Info     Mean      Gmd 
##       22        0        3    0.356    7.576    14.29 
##                                   
## Value        0.000  33.333 100.000
## Frequency       19       2       1
## Proportion   0.864   0.091   0.045
## --------------------------------------------------------------------------------
## QOL_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        7    0.955    48.68    22.12 
## 
## lowest :  16.667  25.000  33.333  41.667  50.000
## highest:  33.333  41.667  50.000  66.667 100.000
##                                                                   
## Value       16.667  25.000  33.333  41.667  50.000  66.667 100.000
## Frequency        1       1       5       2       4       5       1
## Proportion   0.053   0.053   0.263   0.105   0.211   0.263   0.053
## --------------------------------------------------------------------------------
## Fct_Physique_2_. 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       19        3       14    0.994    64.59    31.99    23.83    26.33 
##      .25      .50      .75      .90      .95 
##    46.67    66.67    86.67    94.67   100.00 
## 
## lowest :  13.333  25.000  26.667  33.333  40.000
## highest:  73.333  80.000  86.667  93.333 100.000
##                                                                           
## Value       13.333  25.000  26.667  33.333  40.000  53.333  55.556  60.000
## Frequency        1       1       1       1       1       2       1       1
## Proportion   0.053   0.053   0.053   0.053   0.053   0.105   0.053   0.053
##                                                           
## Value       66.667  73.333  80.000  86.667  93.333 100.000
## Frequency        1       1       1       3       2       2
## Proportion   0.053   0.053   0.053   0.158   0.105   0.105
## --------------------------------------------------------------------------------
## fct_Rôle_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        6    0.953    58.82    43.87 
## 
## lowest :   0.000  33.333  50.000  66.667  83.333
## highest:  33.333  50.000  66.667  83.333 100.000
##                                                           
## Value        0.000  33.333  50.000  66.667  83.333 100.000
## Frequency        3       4       1       1       3       5
## Proportion   0.176   0.235   0.059   0.059   0.176   0.294
## --------------------------------------------------------------------------------
## fct_Emotionelle...1 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        9    0.965     69.3     30.6 
## 
## lowest :  25.000  33.333  50.000  58.333  66.667
## highest:  66.667  75.000  83.333  91.667 100.000
##                                                                           
## Value       25.000  33.333  50.000  58.333  66.667  75.000  83.333  91.667
## Frequency        1       4       1       1       1       1       5       1
## Proportion   0.053   0.211   0.053   0.053   0.053   0.053   0.263   0.053
##                   
## Value      100.000
## Frequency        4
## Proportion   0.211
## --------------------------------------------------------------------------------
## fct_Cognitive_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        4    0.868    84.21    19.88 
##                                           
## Value       33.333  66.667  83.333 100.000
## Frequency        1       5       4       9
## Proportion   0.053   0.263   0.211   0.474
## --------------------------------------------------------------------------------
## fct_Sociale_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        6     0.93     54.9    41.91 
## 
## lowest :   0.000  16.667  33.333  66.667  83.333
## highest:  16.667  33.333  66.667  83.333 100.000
##                                                           
## Value        0.000  16.667  33.333  66.667  83.333 100.000
## Frequency        2       1       6       2       1       5
## Proportion   0.118   0.059   0.353   0.118   0.059   0.294
## --------------------------------------------------------------------------------
## symp_Asthénie_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        9    0.982    55.56    30.54 
## 
## lowest :  11.111  22.222  33.333  44.444  55.556
## highest:  55.556  66.667  77.778  88.889 100.000
##                                                                           
## Value       11.111  22.222  33.333  44.444  55.556  66.667  77.778  88.889
## Frequency        2       1       3       1       3       4       2       2
## Proportion   0.105   0.053   0.158   0.053   0.158   0.211   0.105   0.105
##                   
## Value      100.000
## Frequency        1
## Proportion   0.053
## --------------------------------------------------------------------------------
## symp_Nausée_vomissement_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3    0.596     6.14    10.14 
##                                
## Value       0.000 16.667 33.333
## Frequency      14      3      2
## Proportion  0.737  0.158  0.105
## --------------------------------------------------------------------------------
## symp_Insomnie_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        4    0.897    43.86    43.27 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        7       2       7       3
## Proportion   0.368   0.105   0.368   0.158
## --------------------------------------------------------------------------------
## symp_Diarrhée_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3    0.403    7.018    12.87 
##                                
## Value       0.000 33.333 66.667
## Frequency      16      2      1
## Proportion  0.842  0.105  0.053
## --------------------------------------------------------------------------------
## symp_Constipation_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        4    0.508    14.04    24.56 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       15       1       2       1
## Proportion   0.789   0.053   0.105   0.053
## --------------------------------------------------------------------------------
## symp_Anorexie_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        5    0.947    45.61     42.5 
## 
## lowest :   0.0000  33.3330  33.3333  66.6670 100.0000
## highest:   0.0000  33.3330  33.3333  66.6670 100.0000
##                                                        
## Value        0.0000  33.3330  33.3333  66.6670 100.0000
## Frequency         5        5        1        4        4
## Proportion    0.263    0.263    0.053    0.211    0.211
## --------------------------------------------------------------------------------
## symp_Dyspnée_2_. 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       19        3       12     0.99    43.86    41.84     0.00     0.00 
##      .25      .50      .75      .90      .95 
##    11.11    55.56    72.22    90.00    94.44 
## 
## lowest :  0.000  5.556 11.111 16.667 22.222, highest: 66.667 77.778 88.880 88.888 94.444
##                                                                          
## Value       0.000  5.556 11.111 16.667 22.222 55.556 61.111 66.667 77.778
## Frequency       3      1      3      1      1      1      2      2      1
## Proportion  0.158  0.053  0.158  0.053  0.053  0.053  0.105  0.105  0.053
##                                
## Value      88.880 88.888 94.444
## Frequency       1      1      2
## Proportion  0.053  0.053  0.105
## --------------------------------------------------------------------------------
## symp_Toux_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3    0.884    63.16    30.02 
##                                   
## Value       33.333  66.667 100.000
## Frequency        7       7       5
## Proportion   0.368   0.368   0.263
## --------------------------------------------------------------------------------
## symp_Hémoptysie_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3    0.775    17.54    23.78 
##                                
## Value       0.000 33.333 66.667
## Frequency      11      6      2
## Proportion  0.579  0.316  0.105
## --------------------------------------------------------------------------------
## symp_Dysphagie_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3    0.671    17.54     26.9 
##                                
## Value       0.000 33.333 66.667
## Frequency      13      2      4
## Proportion  0.684  0.105  0.211
## --------------------------------------------------------------------------------
## symp_Douleur.thoracique_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3     0.86    26.32    31.19 
##                                
## Value       0.000 33.333 66.667
## Frequency       9      5      5
## Proportion  0.474  0.263  0.263
## --------------------------------------------------------------------------------
## symp_Douleur_non_thoracique_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        3    0.805     19.3    24.17 
##                                
## Value       0.000 33.333 66.667
## Frequency      10      7      2
## Proportion  0.526  0.368  0.105
## --------------------------------------------------------------------------------
## symp_Neuropathie_périphérique_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        2    0.283    3.509    6.628 
##                         
## Value       0.000 33.333
## Frequency      17      2
## Proportion  0.895  0.105
## --------------------------------------------------------------------------------
## symp_Alopécie_2_. 
##        n  missing distinct     Info     Mean      Gmd 
##       19        3        2     0.15    3.509    7.018 
##                         
## Value       0.000 66.667
## Frequency      18      1
## Proportion  0.947  0.053
## --------------------------------------------------------------------------------
## QOL_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        7    0.907    50.49    19.61 
## 
## lowest :  0.000 25.000 33.333 41.667 50.000, highest: 33.333 41.667 50.000 66.667 75.000
##                                                            
## Value       0.000 25.000 33.333 41.667 50.000 66.667 75.000
## Frequency       1      1      1      1      7      5      1
## Proportion  0.059  0.059  0.059  0.059  0.412  0.294  0.059
## --------------------------------------------------------------------------------
## Fct_Physique_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        9    0.977     65.1    20.69 
## 
## lowest :  33.333  46.667  53.333  60.000  66.667
## highest:  66.667  73.333  86.667  93.333 100.000
##                                                                           
## Value       33.333  46.667  53.333  60.000  66.667  73.333  86.667  93.333
## Frequency        2       1       1       4       3       3       1       1
## Proportion   0.118   0.059   0.059   0.235   0.176   0.176   0.059   0.059
##                   
## Value      100.000
## Frequency        1
## Proportion   0.059
## --------------------------------------------------------------------------------
## fct_Rôle_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        7    0.972    52.94    41.42 
## 
## lowest :   0.000  16.667  33.333  50.000  66.667
## highest:  33.333  50.000  66.667  83.333 100.000
##                                                                   
## Value        0.000  16.667  33.333  50.000  66.667  83.333 100.000
## Frequency        3       1       3       1       4       2       3
## Proportion   0.176   0.059   0.176   0.059   0.235   0.118   0.176
## --------------------------------------------------------------------------------
## fct_Emotionelle...2 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        8    0.975    76.96    26.59 
## 
## lowest :   0.000  41.667  58.333  66.667  75.000
## highest:  66.667  75.000  83.333  91.667 100.000
##                                                                           
## Value        0.000  41.667  58.333  66.667  75.000  83.333  91.667 100.000
## Frequency        1       1       1       2       2       3       3       4
## Proportion   0.059   0.059   0.059   0.118   0.118   0.176   0.176   0.235
## --------------------------------------------------------------------------------
## fct_Cognitive_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.784    88.24    17.65 
##                                           
## Value       33.333  66.667  83.333 100.000
## Frequency        1       2       4      10
## Proportion   0.059   0.118   0.235   0.588
## --------------------------------------------------------------------------------
## fct_Sociale_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        5    0.926    65.69    38.73 
## 
## lowest :   0.000  33.333  66.667  83.333 100.000
## highest:   0.000  33.333  66.667  83.333 100.000
##                                                   
## Value        0.000  33.333  66.667  83.333 100.000
## Frequency        2       3       5       1       6
## Proportion   0.118   0.176   0.294   0.059   0.353
## --------------------------------------------------------------------------------
## symp_Asthénie_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        7    0.957    52.29     28.1 
## 
## lowest :  11.111  22.222  33.333  44.444  55.556
## highest:  33.333  44.444  55.556  66.667 100.000
##                                                                   
## Value       11.111  22.222  33.333  44.444  55.556  66.667 100.000
## Frequency        1       1       4       3       1       5       2
## Proportion   0.059   0.059   0.235   0.176   0.059   0.294   0.118
## --------------------------------------------------------------------------------
## symp_Nausée_vomissement_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        3    0.314    2.941    5.637 
##                                
## Value       0.000 16.667 33.333
## Frequency      15      1      1
## Proportion  0.882  0.059  0.059
## --------------------------------------------------------------------------------
## symp_Insomnie_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.886    33.33    36.27 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        6       7       2       2
## Proportion   0.353   0.412   0.118   0.118
## --------------------------------------------------------------------------------
## symp_Diarrhée_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        1        0        0        0 
##              
## Value       0
## Frequency  17
## Proportion  1
## --------------------------------------------------------------------------------
## symp_Constipation_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.836    25.49    34.31 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        9       4       3       1
## Proportion   0.529   0.235   0.176   0.059
## --------------------------------------------------------------------------------
## symp_Anorexie_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.873    37.25    31.37 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        4       8       4       1
## Proportion   0.235   0.471   0.235   0.059
## --------------------------------------------------------------------------------
## symp_Dyspnée_3_. 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       17        5       13    0.995    44.93    36.89    6.666   10.000 
##      .25      .50      .75      .90      .95 
##   22.222   38.889   66.667   87.777   95.555 
## 
## lowest :   0.000   8.333  11.111  22.222  27.778
## highest:  66.667  72.222  83.333  94.444 100.000
##                                                                           
## Value        0.000   8.333  11.111  22.222  27.778  33.333  38.889  61.111
## Frequency        1       1       2       1       2       1       2       1
## Proportion   0.059   0.059   0.118   0.059   0.118   0.059   0.118   0.059
##                                                   
## Value       66.667  72.222  83.333  94.444 100.000
## Frequency        2       1       1       1       1
## Proportion   0.118   0.059   0.059   0.059   0.059
## --------------------------------------------------------------------------------
## symp_Toux_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.908    58.82    41.18 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency        2       6       3       6
## Proportion   0.118   0.353   0.176   0.353
## --------------------------------------------------------------------------------
## symp_Hémoptysie_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        3    0.643    15.69       25 
##                                
## Value       0.000 33.333 66.667
## Frequency      12      2      3
## Proportion  0.706  0.118  0.176
## --------------------------------------------------------------------------------
## symp_Dysphagie_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.645    15.69    25.98 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       12       3       1       1
## Proportion   0.706   0.176   0.059   0.059
## --------------------------------------------------------------------------------
## symp_Douleur.thoracique_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        4    0.724    19.61    30.39 
##                                           
## Value        0.000  33.333  66.667 100.000
## Frequency       11       3       2       1
## Proportion   0.647   0.176   0.118   0.059
## --------------------------------------------------------------------------------
## symp_Douleur_non_thoracique_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        3    0.809    19.61       25 
##                                
## Value       0.000 33.333 66.667
## Frequency       9      6      2
## Proportion  0.529  0.353  0.118
## --------------------------------------------------------------------------------
## symp_Neuropathie_périphérique_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        3    0.314    5.882    11.27 
##                                
## Value       0.000 33.333 66.667
## Frequency      15      1      1
## Proportion  0.882  0.059  0.059
## --------------------------------------------------------------------------------
## symp_Alopécie_3_. 
##        n  missing distinct     Info     Mean      Gmd 
##       17        5        2    0.167    5.882    11.76 
##                       
## Value          0   100
## Frequency     16     1
## Proportion 0.941 0.059
## --------------------------------------------------------------------------------
## Permeabilité.du.lit.d.aval.après.désobstruction.1 
##        n  missing distinct 
##       22        0        3 
##                                      
## Value         Bonne Mauvaise  Moyenne
## Frequency        17        1        4
## Proportion    0.773    0.045    0.182
## --------------------------------------------------------------------------------
## Nouvelle.intervention.dans.le.1.er.mois.1 
##        n  missing distinct 
##       22        0        2 
##                       
## Value        Non   Oui
## Frequency     19     3
## Proportion 0.864 0.136
## --------------------------------------------------------------------------------
## Total_EORTC.QLQ30_1 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       22        0       22        1    52.09    19.32    28.87    29.88 
##      .25      .50      .75      .90      .95 
##    40.38    52.78    60.22    73.10    74.39 
## 
## lowest : 21.154 28.846 29.231 35.684 37.436, highest: 69.573 70.769 73.356 74.444 84.829
## --------------------------------------------------------------------------------
## Total_EORTC.LC13_1 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       21        1       17    0.997     58.6    13.92    34.26    45.37 
##      .25      .50      .75      .90      .95 
##    57.41    62.96    66.67    70.37    71.30 
## 
## lowest : 11.111 34.259 45.370 49.070 51.852, highest: 66.667 67.593 69.444 70.370 71.296
##                                                                          
## Value      11.111 34.259 45.370 49.070 51.852 57.407 59.259 61.111 62.037
## Frequency       1      1      1      1      1      1      1      1      2
## Proportion  0.048  0.048  0.048  0.048  0.048  0.048  0.048  0.048  0.095
##                                                                   
## Value      62.962 62.963 64.814 66.667 67.593 69.444 70.370 71.296
## Frequency       1      2      1      2      1      1      1      2
## Proportion  0.048  0.095  0.048  0.095  0.048  0.048  0.048  0.095
## --------------------------------------------------------------------------------
## Total_EORTC.QLQ30_2 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       19        3       19        1    67.78    23.71    32.62    42.92 
##      .25      .50      .75      .90      .95 
##    55.94    69.06    85.47    88.56    91.71 
## 
## lowest : 25.385 33.419 45.299 47.991 53.547, highest: 86.068 86.154 87.949 91.026 97.863
## 
## 25.385 (1, 0.053), 33.419 (1, 0.053), 45.299 (1, 0.053), 47.991 (1, 0.053),
## 53.547 (1, 0.053), 58.333 (1, 0.053), 58.334 (1, 0.053), 58.59 (1, 0.053),
## 68.376 (1, 0.053), 69.06 (1, 0.053), 74.829 (1, 0.053), 78.718 (1, 0.053),
## 81.996 (1, 0.053), 84.872 (1, 0.053), 86.068 (1, 0.053), 86.154 (1, 0.053),
## 87.949 (1, 0.053), 91.026 (1, 0.053), 97.863 (1, 0.053)
## --------------------------------------------------------------------------------
## Total_EORTC.LC13_2 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       18        4       15    0.997    65.43    10.31    51.71    51.85 
##      .25      .50      .75      .90      .95 
##    59.72    67.59    71.76    74.35    75.83 
## 
## lowest : 50.925 51.852 54.630 59.259 61.111, highest: 72.222 73.148 74.074 75.000 80.556
##                                                                          
## Value      50.925 51.852 54.630 59.259 61.111 62.037 65.740 67.593 69.444
## Frequency       1      2      1      1      1      1      1      2      1
## Proportion  0.056  0.111  0.056  0.056  0.056  0.056  0.056  0.111  0.056
##                                                     
## Value      70.370 72.222 73.148 74.074 75.000 80.556
## Frequency       2      1      1      1      1      1
## Proportion  0.111  0.056  0.056  0.056  0.056  0.056
## --------------------------------------------------------------------------------
## Total_EORTC.QLQ30_3 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       17        5       17        1    70.86    18.68    44.62    55.21 
##      .25      .50      .75      .90      .95 
##    64.23    72.82    85.26    88.71    89.03 
## 
## lowest : 25.641 49.359 59.103 60.171 64.231, highest: 85.256 87.692 88.590 88.889 89.573
##                                                                          
## Value      25.641 49.359 59.103 60.171 64.231 65.000 65.299 67.949 72.821
## Frequency       1      1      1      1      1      1      1      1      1
## Proportion  0.059  0.059  0.059  0.059  0.059  0.059  0.059  0.059  0.059
##                                                                   
## Value      75.085 77.863 82.051 85.256 87.692 88.590 88.889 89.573
## Frequency       1      1      1      1      1      1      1      1
## Proportion  0.059  0.059  0.059  0.059  0.059  0.059  0.059  0.059
## --------------------------------------------------------------------------------
## Total_EORTC.LC13_3 
##        n  missing distinct     Info     Mean      Gmd      .05      .10 
##       17        5       16    0.999    66.53     13.6    47.22    52.78 
##      .25      .50      .75      .90      .95 
##    59.72    69.44    74.07    78.15    79.81 
## 
## lowest : 36.111 50.000 54.630 57.407 59.722, highest: 74.074 75.926 77.778 78.703 84.259
##                                                                          
## Value      36.111 50.000 54.630 57.407 59.722 62.037 64.815 69.444 71.296
## Frequency       1      1      1      1      1      1      1      2      1
## Proportion  0.059  0.059  0.059  0.059  0.059  0.059  0.059  0.118  0.059
##                                                            
## Value      72.222 73.148 74.074 75.926 77.778 78.703 84.259
## Frequency       1      1      1      1      1      1      1
## Proportion  0.059  0.059  0.059  0.059  0.059  0.059  0.059
## --------------------------------------------------------------------------------