1 FPCAs

1.1 avec minimum Imputation

Variables : IRI, MM et TAS .

On supprime les individus avec 4 ou + échelles non remplies

N final = [1] 56

% de valeurs manquantes par Variable
Table 1.1: Effectifs des clusters
Var1 Freq
1 7
2 23
3 26
Table 1.1: stats par cluster : moyennes (ou bien = % pour les variables binaires)
V1 V2 V3
Group.1 1 2 3
IRI_FS 17.28571 18.39130 21.69231
IRI_EC 16.00000 20.95652 21.73077
IRI_PT 13.14286 17.52174 17.42308
IRI_PD 14.71429 14.69565 17.65385
TAS1 18.42857 15.13043 23.02547
TAS3 26.42857 17.39130 16.85655
TAS2 17.00000 12.52174 18.46720
MM_Delai 35.14535 26.26409 28.59037
MM_Succes 0.7738095 0.8266893 0.8654020
clust NA NA NA
BL NA NA NA
z1 NA NA NA
Table 1.1: stats par cluster : moyennes (ou bien = % pour les variables binaires)
V1 V2 V3
Group.1 1 2 3
z1 NA NA NA
IRI_FS.x 17.28571 18.39130 21.69231
IRI_EC.x 16.00000 20.95652 21.73077
IRI_PT.x 13.14286 17.52174 17.42308
IRI_PD.x 14.71429 14.69565 17.65385
TAS1.x 18.42857 15.13043 23.02547
TAS3.x 26.42857 17.39130 16.85655
TAS2.x 17.00000 12.52174 18.46720
MM_Delai.x 35.14535 26.26409 28.59037
MM_Succes.x 0.7738095 0.8266893 0.8654020
clust NA NA NA
BL.x NA NA NA
BL.y NA NA NA
borderline 0.4285714 0.1500000 0.6956522
age 15.85714 16.43478 16.65385
sexe 1.0000000 0.8695652 1.0000000
Score_evt_vie 3.142857 2.047619 2.652174
CTQ_EA 10.500000 9.043478 10.120000
CTQ_PA 5.666667 5.913043 5.480000
CTQ_SA 8.333333 6.608696 6.040000
CTQ_EN 10.50000 10.65217 11.64000
CTQ_PN 6.000000 7.130435 7.120000
PBI_soin_Mere 28.50000 29.08696 25.48000
PBI_surpro_Mere 13.00000 11.78261 14.04000
PBI_soin_Pere 21.16667 24.95652 18.54167
PBI_surpro_Pere 10.33333 11.56522 12.04167
FAD_score 22.00000 22.13043 26.96000
TSFPD 0.8571429 0.1304348 0.7692308
TSouinon NA NA NA
IRI_FS.y 17.28571 18.39130 21.69231
IRI_EC.y 16.00000 20.95652 21.73077
IRI_PT.y 13.14286 17.52174 17.42308
IRI_PD.y 14.71429 14.69565 17.65385
IRI_total 61.14286 71.56522 78.50000
TAS1.y 18.42857 15.13043 23.16000
TAS2.y 17.00000 12.52174 18.56000
TAS3.y 26.42857 17.39130 16.80000
TASTOT 61.85714 45.04348 58.52000
MM_Succes.y 0.7738095 0.8263889 0.8680556
MM_Delai.y 35.14535 25.93688 28.50441
RQ_Secure 4.285714 3.739130 2.680000
RQ_Craintif 2.428571 2.695652 4.120000
RQ_Preoccupe 3.857143 3.260870 4.480000
RQ_Detache 2.285714 2.130435 2.760000
BSS_sum 8.0 5.0 11.4
BHS_score 7.500000 5.782609 7.960000
BDI2 17.500000 8.913043 24.680000
automutilations 0.4285714 0.1304348 0.5384615
ADRS_score 3.833333 1.565217 5.240000
DIBR_Affect 4.714286 3.869565 7.846154
DIBR_Impulsivite 3.571429 1.260870 3.653846
DIBR_Rel_Inter 6.000000 2.782609 6.423077
DIBR_Cognition 0.7142857 0.6086957 2.0000000
DIBR_Score 15.000000 8.521739 19.923077
LeasGlobal 64.83333 68.27273 66.88462
LeasAutre 51.83333 57.09091 53.84615
LeasSujet 56.50000 61.31818 61.00000
egf 77.14286 90.35000 69.00000
bvaq1Verba 12.14286 12.78261 11.64000
bvaq2FAnta 12.57143 12.82609 13.12000
bvaq3Intro 8.714286 9.173913 11.160000
bvaq4Reactiv 12.57143 10.91304 9.28000
bvaq5Analyse 11.00000 11.34783 12.04000
bvaqTOT 57.00000 57.04348 57.24000
BVAQAffect 25.14286 23.73913 22.40000
BVAQCognit 31.85714 33.30435 34.84000

1.2 avec max 5 missings

Variables : IRI, MM et TAS .

On supprime les individus avec 4 ou + échelles non remplies

N final = [1] 87

% de valeurs manquantes par Variable
Table 1.2: Effectifs des clusters
Var1 Freq
1 23
2 30
3 34
Table 1.2: stats par cluster : moyennes (ou bien = % pour les variables binaires)
V1 V2 V3
Group.1 1 2 3
IRI_FS 16.71205 18.65309 21.80486
IRI_EC 17.16394 20.85103 21.81006
IRI_PT 14.21480 17.57205 17.50022
IRI_PD 15.08181 14.38252 17.68073
TAS1 19.00000 14.36667 23.74839
TAS3 23.13043 17.93333 17.21119
TAS2 17.69565 11.73333 17.81092
MM_Delai 34.09831 26.29494 28.63445
MM_Succes 0.7767772 0.8137632 0.8709150
clust NA NA NA
BL NA NA NA
z1 NA NA NA
Table 1.2: stats par cluster : moyennes (ou bien = % pour les variables binaires)
V1 V2 V3
Group.1 1 2 3
z1 NA NA NA
IRI_FS.x 16.71205 18.65309 21.80486
IRI_EC.x 17.16394 20.85103 21.81006
IRI_PT.x 14.21480 17.57205 17.50022
IRI_PD.x 15.08181 14.38252 17.68073
TAS1.x 19.00000 14.36667 23.74839
TAS3.x 23.13043 17.93333 17.21119
TAS2.x 17.69565 11.73333 17.81092
MM_Delai.x 34.09831 26.29494 28.63445
MM_Succes.x 0.7767772 0.8137632 0.8709150
clust NA NA NA
BL.x NA NA NA
BL.y NA NA NA
borderline 0.5652174 0.1111111 0.6129032
age 15.86957 16.33333 16.73529
sexe 0.7826087 0.8333333 1.0000000
Score_evt_vie 2.727273 1.928571 2.709677
CTQ_EA 11.285714 7.633333 9.787879
CTQ_PA 6.857143 5.433333 5.666667
CTQ_SA 8.428571 5.466667 5.750000
CTQ_EN 13.476190 8.566667 12.121212
CTQ_PN 8.571429 5.766667 7.181818
PBI_soin_Mere 26.09524 28.93333 25.03030
PBI_surpro_Mere 15.95238 11.96667 13.81818
PBI_soin_Pere 20.42857 24.23333 19.38710
PBI_surpro_Pere 14.47619 11.00000 10.90323
FAD_score 25.31818 21.03333 26.93939
TSFPD 0.6521739 0.1000000 0.6764706
TSouinon NA NA NA
IRI_FS.y 16.41667 18.95238 22.30435
IRI_EC.y 17.00000 21.23810 22.13043
IRI_PT.y 13.83333 17.71429 17.82609
IRI_PD.y 15.33333 14.28571 18.08696
IRI_total 62.58333 72.19048 80.34783
TAS1.y 19.00000 14.36667 23.87879
TAS2.y 17.69565 11.73333 17.87879
TAS3.y 23.13043 17.93333 17.18182
TASTOT 59.82609 44.03333 58.93939
MM_Succes.y 0.7724868 0.8127572 0.8709150
MM_Delai.y 34.42129 26.02915 28.63445
RQ_Secure 3.652174 3.833333 2.818182
RQ_Craintif 3.347826 2.566667 3.878788
RQ_Preoccupe 4.130435 3.366667 4.060606
RQ_Detache 2.521739 2.266667 2.666667
BSS_sum 10.000000 4.466667 10.272727
BHS_score 10.09524 4.80000 7.30303
BDI2 22.045455 7.966667 23.000000
automutilations 0.4347826 0.1000000 0.4705882
ADRS_score 4.090909 1.333333 4.696970
DIBR_Affect 5.913043 3.733333 7.441176
DIBR_Impulsivite 3.391304 1.000000 3.588235
DIBR_Rel_Inter 5.772727 2.433333 6.333333
DIBR_Cognition 1.3043478 0.6333333 1.8235294
DIBR_Score 16.77273 7.80000 19.33333
LeasGlobal 62.81250 67.92857 67.58621
LeasAutre 50.87500 56.14286 54.93103
LeasSujet 55.93750 61.42857 61.72414
egf 64.04762 90.34483 69.72727
bvaq1Verba 11.91304 13.16667 11.60606
bvaq2FAnta 12.60870 12.66667 13.15152
bvaq3Intro 9.869565 8.966667 11.484848
bvaq4Reactiv 10.565217 11.133333 9.545455
bvaq5Analyse 11.04348 11.63333 11.87879
bvaqTOT 56.00000 57.56667 57.66667
BVAQAffect 23.17391 23.80000 22.69697
BVAQCognit 32.82609 33.76667 34.96970

1.3 Facteurs de vie

Variables : IRI, MM et TAS .

On supprime les individus avec 4 ou + échelles non remplies

N final = [1] 158

% de valeurs manquantes par Variable
Table 1.3: Effectifs des clusters
Var1 Freq
1 71
2 64
3 23
Table 1.3: stats par cluster : moyennes (ou bien = % pour les variables binaires)
V1 V2 V3
Group.1 1 2 3
Evt_Separations 0.04225352 0.14249755 0.39130435
Evt_TS 0.10120977 0.06405267 0.34782609
Evt_Maladie 0.07329944 0.11203217 0.56521739
CTQ_EA 6.056338 9.796875 15.086957
CTQ_PA 5.253521 5.687500 9.086957
CTQ_SA 5.352113 5.312500 9.614889
CTQ_EN 7.901408 11.546875 17.347826
CTQ_PN 5.507042 6.359375 10.608696
PBI_soin_Mere 30.90141 24.18750 19.26087
PBI_surpro_Mere 10.25352 15.31250 20.13043
PBI_soin_Pere 28.38860 16.79486 15.18636
PBI_surpro_Pere 8.12111 14.23568 16.21397
clust NA NA NA
BL NA NA NA
z1 NA NA NA
Table 1.3: stats par cluster : moyennes (ou bien = % pour les variables binaires)
V1 V2 V3
Group.1 1 2 3
z1 NA NA NA
Evt_Separations 0.04225352 0.14249755 0.39130435
Evt_TS 0.10120977 0.06405267 0.34782609
Evt_Maladie 0.07329944 0.11203217 0.56521739
CTQ_EA.x 6.056338 9.796875 15.086957
CTQ_PA.x 5.253521 5.687500 9.086957
CTQ_SA.x 5.352113 5.312500 9.614889
CTQ_EN.x 7.901408 11.546875 17.347826
CTQ_PN.x 5.507042 6.359375 10.608696
PBI_soin_Mere.x 30.90141 24.18750 19.26087
PBI_surpro_Mere.x 10.25352 15.31250 20.13043
PBI_soin_Pere.x 28.38860 16.79486 15.18636
PBI_surpro_Pere.x 8.12111 14.23568 16.21397
clust NA NA NA
BL.x NA NA NA
BL.y NA NA NA
borderline 0.1016949 0.5535714 0.8695652
age 16.23944 16.57812 16.65217
sexe 0.8873239 0.7968750 0.8695652
Score_evt_vie 1.647059 2.733333 4.434783
CTQ_EA.y 6.056338 9.796875 15.086957
CTQ_PA.y 5.253521 5.687500 9.086957
CTQ_SA.y 5.352113 5.312500 9.681818
CTQ_EN.y 7.901408 11.546875 17.347826
CTQ_PN.y 5.507042 6.359375 10.608696
PBI_soin_Mere.y 30.90141 24.18750 19.26087
PBI_surpro_Mere.y 10.25352 15.31250 20.13043
PBI_soin_Pere.y 28.44286 16.57377 15.70000
PBI_surpro_Pere.y 8.085714 14.344262 15.900000
FAD_score 19.77465 26.35938 29.66667
TSFPD 0.1549296 0.5555556 1.0869565
TSouinon NA NA NA
IRI_FS 21.125 18.750 18.600
IRI_EC 20.20833 22.05000 20.10000
IRI_PT 15.75 19.25 14.90
IRI_PD 15.625 16.350 16.800
IRI_total 72.70833 76.40000 70.40000
TAS1 16.47143 20.14286 22.34783
TAS2 14.58571 16.28571 16.82609
TAS3 18.82857 19.58730 19.82609
TASTOT 49.88571 56.01587 59.00000
MM_Succes 0.8402778 0.8342912 0.7976190
MM_Delai 27.92825 29.99344 30.08688
RQ_Secure 4.257143 3.250000 3.260870
RQ_Craintif 2.728571 3.453125 4.173913
RQ_Preoccupe 3.314286 3.921875 3.521739
RQ_Detache 2.428571 2.531250 2.782609
BSS_sum 5.436620 9.515625 13.739130
BHS_score 4.873239 8.093750 10.173913
BDI2 10.15493 20.28125 27.91304
automutilations 0.1250000 0.4000000 0.6086957
ADRS_score 1.830986 4.158730 5.695652
DIBR_Affect 3.093750 6.500000 7.478261
DIBR_Impulsivite 1.093750 3.034483 4.956522
DIBR_Rel_Inter 1.852459 5.241379 7.619048
DIBR_Cognition 0.562500 1.433333 2.347826
DIBR_Score 6.52459 16.49123 21.76190
LeasGlobal 68.07843 64.34146 68.00000
LeasAutre 56.17647 51.97561 55.78571
LeasSujet 61.64706 57.87805 59.71429
egf 84.69014 68.14754 52.80952
bvaq1Verba 11.95714 12.09524 12.21739
bvaq2FAnta 12.88571 13.39683 12.13043
bvaq3Intro 9.26087 10.58730 11.69565
bvaq4Reactiv 10.60000 10.68254 10.17391
bvaq5Analyse 11.67143 11.60317 11.77273
bvaqTOT 56.30435 58.36508 58.04545
BVAQAffect 23.48571 24.07937 22.30435
BVAQCognit 32.82609 34.28571 35.68182
TCAactuels 0.1126761 0.2812500 0.3913043