Analyse des données sur la santé mentale en prison

Description des données :

names(smp)
##  [1] "age"          "prof"         "duree"        "discip"       "n.enfant"    
##  [6] "n.fratrie"    "ecole"        "separation"   "juge.enfant"  "place"       
## [11] "abus"         "grav.cons"    "dep.cons"     "ago.cons"     "ptsd.cons"   
## [16] "alc.cons"     "subst.cons"   "scz.cons"     "char"         "rs"          
## [21] "ed"           "dr"           "suicide.s"    "suicide.hr"   "suicide.past"
## [26] "dur.interv"
## str(smp)
summary(smp)
##       age           prof               duree           discip     
##  Min.   :19.0   Length:799         Min.   :1.000   Min.   :0.000  
##  1st Qu.:28.0   Class :character   1st Qu.:4.000   1st Qu.:0.000  
##  Median :37.0   Mode  :character   Median :5.000   Median :0.000  
##  Mean   :38.9                      Mean   :4.302   Mean   :0.232  
##  3rd Qu.:48.0                      3rd Qu.:5.000   3rd Qu.:0.000  
##  Max.   :83.0                      Max.   :5.000   Max.   :1.000  
##  NA's   :2                         NA's   :223     NA's   :6      
##     n.enfant        n.fratrie          ecole         separation    
##  Min.   : 0.000   Min.   : 0.000   Min.   :1.000   Min.   :0.0000  
##  1st Qu.: 0.000   1st Qu.: 2.000   1st Qu.:1.000   1st Qu.:0.0000  
##  Median : 1.000   Median : 3.000   Median :2.000   Median :0.0000  
##  Mean   : 1.755   Mean   : 4.287   Mean   :1.866   Mean   :0.4226  
##  3rd Qu.: 3.000   3rd Qu.: 6.000   3rd Qu.:2.000   3rd Qu.:1.0000  
##  Max.   :13.000   Max.   :21.000   Max.   :5.000   Max.   :1.0000  
##  NA's   :26                        NA's   :5       NA's   :11      
##   juge.enfant         place             abus          grav.cons    
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   Min.   :1.000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:2.000  
##  Median :0.0000   Median :0.0000   Median :0.0000   Median :4.000  
##  Mean   :0.2771   Mean   :0.2285   Mean   :0.2778   Mean   :3.643  
##  3rd Qu.:1.0000   3rd Qu.:0.0000   3rd Qu.:1.0000   3rd Qu.:5.000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   Max.   :7.000  
##  NA's   :5        NA's   :7        NA's   :7        NA's   :4      
##     dep.cons         ago.cons        ptsd.cons         alc.cons     
##  Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :0.0000   Median :0.0000   Median :0.0000   Median :0.0000  
##  Mean   :0.3967   Mean   :0.1665   Mean   :0.2165   Mean   :0.1865  
##  3rd Qu.:1.0000   3rd Qu.:0.0000   3rd Qu.:0.0000   3rd Qu.:0.0000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000  
##                                                                     
##    subst.cons        scz.cons           char             rs       
##  Min.   :0.0000   Min.   :0.0000   Min.   :1.000   Min.   :1.000  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:1.000   1st Qu.:1.000  
##  Median :0.0000   Median :0.0000   Median :1.000   Median :2.000  
##  Mean   :0.2653   Mean   :0.0826   Mean   :1.512   Mean   :2.057  
##  3rd Qu.:1.0000   3rd Qu.:0.0000   3rd Qu.:2.000   3rd Qu.:3.000  
##  Max.   :1.0000   Max.   :1.0000   Max.   :4.000   Max.   :3.000  
##                                    NA's   :96      NA's   :103    
##        ed              dr          suicide.s        suicide.hr    
##  Min.   :1.000   Min.   :1.000   Min.   :0.0000   Min.   :0.0000  
##  1st Qu.:1.000   1st Qu.:1.000   1st Qu.:0.0000   1st Qu.:0.0000  
##  Median :2.000   Median :2.000   Median :0.0000   Median :0.0000  
##  Mean   :1.866   Mean   :2.153   Mean   :0.7942   Mean   :0.2013  
##  3rd Qu.:3.000   3rd Qu.:3.000   3rd Qu.:1.0000   3rd Qu.:0.0000  
##  Max.   :3.000   Max.   :3.000   Max.   :5.0000   Max.   :1.0000  
##  NA's   :107     NA's   :111     NA's   :41       NA's   :39      
##   suicide.past      dur.interv    
##  Min.   :0.0000   Min.   :  0.00  
##  1st Qu.:0.0000   1st Qu.: 48.00  
##  Median :0.0000   Median : 60.00  
##  Mean   :0.2841   Mean   : 61.89  
##  3rd Qu.:1.0000   3rd Qu.: 75.00  
##  Max.   :1.0000   Max.   :120.00  
##  NA's   :14       NA's   :50

Distribution des effectifs pour la variable “n.enfant” :