Nous allons ici employer les données description :`
Av_Ap_total_HID <- read.csv("C:/Users/mallah.s/Desktop/StatsTheses/These_Romane/Av_Ap/avec_HID/Av_Ap_total_HID.csv", sep=";", stringsAsFactors=TRUE)Reponse des patients selon VEMS
by(Av_Ap_total_HID, Av_Ap_total_HID$Repondeur_VEMS, summary)## Av_Ap_total_HID$Repondeur_VEMS: Non répondeur
## patient.ID Centre PATIENTS.HID HID volume_lobe.T._0
## 1_L : 1 Limoge :8 Min. : 2.00 Oui:17 Min. : 536
## 10_T : 1 Toulouse:9 1st Qu.: 8.00 1st Qu.:1322
## 11_L : 1 Median :24.00 Median :1442
## 13_T : 1 Mean :19.71 Mean :1536
## 14_L : 1 3rd Qu.:29.00 3rd Qu.:1636
## 17_T : 1 Max. :36.00 Max. :2825
## (Other):11 NA's :3
## volume.lobe.T._1 MMRC_0 MMRC_1 BODE_0
## Min. : 54.0 Min. :2.000 Min. :1.000 Min. :1.000
## 1st Qu.: 685.2 1st Qu.:3.000 1st Qu.:1.000 1st Qu.:4.000
## Median : 994.0 Median :3.000 Median :2.000 Median :6.000
## Mean :1149.4 Mean :3.125 Mean :2.125 Mean :5.667
## 3rd Qu.:1654.5 3rd Qu.:3.250 3rd Qu.:3.000 3rd Qu.:7.000
## Max. :2090.0 Max. :4.000 Max. :4.000 Max. :9.000
## NA's :3 NA's :1 NA's :1 NA's :2
## BODE_1 VEMS.ml_0 VEMS.ml_1 Tiffe_0 Tiffe_1
## Min. :1.000 Min. : 620.0 Min. : 490.0 25 : 2 Min. :22.00
## 1st Qu.:4.000 1st Qu.: 750.0 1st Qu.: 730.0 26 : 1 1st Qu.:32.00
## Median :5.000 Median : 840.0 Median : 860.0 30 : 1 Median :35.00
## Mean :4.667 Mean : 945.9 Mean : 912.4 31 : 1 Mean :34.71
## 3rd Qu.:5.000 3rd Qu.:1050.0 3rd Qu.: 960.0 32 : 1 3rd Qu.:40.00
## Max. :9.000 Max. :1820.0 Max. :1700.0 33 : 1 Max. :46.00
## NA's :2 (Other):10
## CV_ml_0 CV_ml_1 CVF_ml_0 CVF_ml_1 VR_ml_0
## Min. :1610 Min. :1300 Min. :1350 1030 : 1 Min. :3190
## 1st Qu.:2390 1st Qu.:2510 1st Qu.:2300 1430 : 1 1st Qu.:4300
## Median :2760 Median :2680 Median :2510 1720 : 1 Median :5000
## Mean :2808 Mean :2792 Mean :2585 2080 : 1 Mean :4996
## 3rd Qu.:3460 3rd Qu.:3480 3rd Qu.:3170 2350 : 1 3rd Qu.:5600
## Max. :4090 Max. :3970 Max. :3750 2500 : 1 Max. :7060
## (Other):11
## VR_ml_1 CPT_ml_0 CPT_ml_1 TLCO_0 TLCO_1
## 2,94 : 1 Min. : 5650 Min. :3320 Min. :14.00 Min. :22.00
## 2400 : 1 1st Qu.: 7200 1st Qu.:6800 1st Qu.:24.00 1st Qu.:27.00
## 2970 : 1 Median : 7810 Median :7280 Median :32.00 Median :33.00
## 4190 : 1 Mean : 7871 Mean :7425 Mean :31.33 Mean :33.89
## 4240 : 1 3rd Qu.: 8880 3rd Qu.:8870 3rd Qu.:34.00 3rd Qu.:37.00
## 4250 : 1 Max. :10111 Max. :9910 Max. :53.00 Max. :52.00
## (Other):11 NA's :8 NA's :8
## P_pct._0 Pi_pct._1 SNIP_KPA_0 SNIP_KPA_1 Ci_rest.recalc._0
## Min. : 61.0 Min. : 45.00 :14 :14 Min. :1440
## 1st Qu.: 78.5 1st Qu.: 67.00 3,2 : 1 3,86 : 1 1st Qu.:1680
## Median : 83.5 Median : 75.00 6 : 1 5,6 : 1 Median :2180
## Mean : 93.5 Mean : 89.11 6,62 : 1 6,5 : 1 Mean :2100
## 3rd Qu.:114.8 3rd Qu.: 96.00 3 : 0 4,8 : 0 3rd Qu.:2430
## Max. :131.0 Max. :169.00 4 : 0 5 : 0 Max. :3000
## NA's :11 NA's :8 (Other): 0 (Other): 0
## Ci_rest.recalc._1 CI_pic.recalc_0 CI_pic.recalc_1 CI_diff.recalc_0
## Min. : 820 Min. : 770 Min. : 800 Min. :-1120.0
## 1st Qu.:1650 1st Qu.:1100 1st Qu.:1120 1st Qu.: -910.0
## Median :2090 Median :1430 Median :1460 Median : -640.0
## Mean :1966 Mean :1404 Mean :1466 Mean : -695.9
## 3rd Qu.:2230 3rd Qu.:1780 3rd Qu.:1700 3rd Qu.: -480.0
## Max. :2830 Max. :2320 Max. :2440 Max. : -310.0
##
## CI_diff.recalc_1 CI_isoP_0 CI_isoP_1 temps_sec_0
## Min. :-1080.0 Min. : 770 Min. : 800 Min. :295.0
## 1st Qu.: -730.0 1st Qu.:1140 1st Qu.:1130 1st Qu.:370.0
## Median : -580.0 Median :1440 Median :1460 Median :480.0
## Mean : -500.6 Mean :1502 Mean :1480 Mean :514.1
## 3rd Qu.: -320.0 3rd Qu.:1930 3rd Qu.:1700 3rd Qu.:637.0
## Max. : 300.0 Max. :2320 Max. :2580 Max. :985.0
##
## temps_sec_1 VO2_max_0 VO2_max_1 Wmax_0 Wmax_1
## Min. :240.0 :5 :5 Min. :20.00 Min. : 15.00
## 1st Qu.:399.0 0,47 :1 0,34 :1 1st Qu.:26.00 1st Qu.: 30.00
## Median :540.0 0,585 :1 0,5 :1 Median :50.00 Median : 35.00
## Mean :503.2 0,62 :1 0,6 :1 Mean :46.94 Mean : 43.41
## 3rd Qu.:648.0 0,66 :1 0,7 :1 3rd Qu.:56.00 3rd Qu.: 50.00
## Max. :740.0 0,75 :1 0,75 :1 Max. :90.00 Max. :109.00
## (Other):7 (Other):7
## VT_isotime_0 VT_isotime_1 vt_pic_0 vt_pic_1 VRI_isotime_0
## Min. : 460 Min. : 650 Min. : 490 Min. : 720 Min. : -93.0
## 1st Qu.: 780 1st Qu.: 820 1st Qu.: 863 1st Qu.: 900 1st Qu.: 250.0
## Median : 950 Median : 910 Median :1130 Median : 910 Median : 520.0
## Mean : 999 Mean :1005 Mean :1093 Mean :1088 Mean : 503.4
## 3rd Qu.:1220 3rd Qu.:1150 3rd Qu.:1270 3rd Qu.:1390 3rd Qu.: 780.0
## Max. :1620 Max. :1530 Max. :1620 Max. :1740 Max. :1100.0
##
## VRI_isotime_1 VO2_FC_0 VO2_FC_1 dist_parc_0 dist_parc_1
## Min. : 0.0 :5 :4 Min. :252.0 Min. :265.0
## 1st Qu.: 190.0 8,2 :2 10 :1 1st Qu.:301.5 1st Qu.:326.0
## Median : 500.0 10,8 :1 11,3 :1 Median :350.0 Median :400.0
## Mean : 475.1 4 :1 3,4 :1 Mean :378.3 Mean :407.9
## 3rd Qu.: 760.0 5,7 :1 4,1 :1 3rd Qu.:460.0 3rd Qu.:488.0
## Max. :1050.0 5,9 :1 5,8 :1 Max. :541.0 Max. :580.0
## (Other):6 (Other):8 NA's :2 NA's :2
## Nadir_sat_0 Nadir_sat_1 EELV_repos._0 EELV_repos._1 EELV_pic._0
## Min. :75.00 Min. :74.00 Min. :4130 Min. :1230 Min. :4610
## 1st Qu.:82.00 1st Qu.:82.50 1st Qu.:5040 1st Qu.:4470 1st Qu.:5500
## Median :85.00 Median :89.00 Median :5770 Median :5230 Median :6320
## Mean :84.79 Mean :86.57 Mean :5771 Mean :5459 Mean :6467
## 3rd Qu.:86.75 3rd Qu.:90.75 3rd Qu.:6350 3rd Qu.:6870 3rd Qu.:7440
## Max. :94.00 Max. :98.00 Max. :7740 Max. :8050 Max. :8401
## NA's :3 NA's :3
## EELV_pic._1 EELV_isoPUISSANCE._0 EELV_isoPUISSANCE._1 SNIP_KPA_pct_0
## Min. :1850 Min. :4610 Min. :1850 Min. :37.0
## 1st Qu.:5060 1st Qu.:5390 1st Qu.:5060 1st Qu.:65.0
## Median :5960 Median :6320 Median :5960 Median :69.0
## Mean :5959 Mean :6369 Mean :5945 Mean :63.8
## 3rd Qu.:7670 3rd Qu.:7290 3rd Qu.:7580 3rd Qu.:70.0
## Max. :8410 Max. :8150 Max. :8410 Max. :78.0
## NA's :12
## SNIP_KPA_pct_1 Repondeur_VEMS Repondeur_HID
## Min. : 47 Non répondeur:17 Non répondeur:13
## 1st Qu.: 60 Répondeur : 0 Répondeur : 4
## Median : 66
## Mean : 69
## 3rd Qu.: 72
## Max. :106
## NA's :10
## ------------------------------------------------------------
## Av_Ap_total_HID$Repondeur_VEMS: Répondeur
## patient.ID Centre PATIENTS.HID HID volume_lobe.T._0
## 10_L : 1 Limoge : 5 Min. : 1.00 Oui:20 Min. : 942
## 11_T : 1 Toulouse:15 1st Qu.:11.75 1st Qu.:1430
## 12_L : 1 Median :17.00 Median :1701
## 12_T : 1 Mean :18.40 Mean :1787
## 13_L : 1 3rd Qu.:23.00 3rd Qu.:2231
## 14_T : 1 Max. :37.00 Max. :3219
## (Other):14 NA's :3
## volume.lobe.T._1 MMRC_0 MMRC_1 BODE_0
## Min. : 0.0 Min. :2.000 Min. :1.000 Min. :3.000
## 1st Qu.: 0.0 1st Qu.:3.000 1st Qu.:1.000 1st Qu.:4.000
## Median : 56.0 Median :3.000 Median :1.000 Median :6.000
## Mean : 539.8 Mean :3.158 Mean :1.737 Mean :5.421
## 3rd Qu.:1032.0 3rd Qu.:4.000 3rd Qu.:2.000 3rd Qu.:6.500
## Max. :1731.0 Max. :4.000 Max. :4.000 Max. :7.000
## NA's :3 NA's :1 NA's :1 NA's :1
## BODE_1 VEMS.ml_0 VEMS.ml_1 Tiffe_0 Tiffe_1
## Min. :1.000 Min. : 480.0 Min. : 620.0 28 : 3 Min. :28.00
## 1st Qu.:2.000 1st Qu.: 737.5 1st Qu.: 992.5 31 : 2 1st Qu.:35.25
## Median :3.000 Median : 890.0 Median :1200.0 43 : 2 Median :40.00
## Mean :3.158 Mean : 943.0 Mean :1272.0 26 : 1 Mean :41.75
## 3rd Qu.:4.000 3rd Qu.:1102.5 3rd Qu.:1560.0 27 : 1 3rd Qu.:46.25
## Max. :6.000 Max. :1580.0 Max. :1890.0 32 : 1 Max. :69.00
## NA's :1 (Other):10
## CV_ml_0 CV_ml_1 CVF_ml_0 CVF_ml_1 VR_ml_0
## Min. :1360 Min. :1680 Min. :1260 2510 : 2 Min. :3300
## 1st Qu.:1965 1st Qu.:2718 1st Qu.:1732 1660 : 1 1st Qu.:4682
## Median :2680 Median :3000 Median :2375 2100 : 1 Median :5050
## Mean :2630 Mean :3066 Mean :2448 2230 : 1 Mean :5102
## 3rd Qu.:3055 3rd Qu.:3522 3rd Qu.:2705 2240 : 1 3rd Qu.:5375
## Max. :4040 Max. :4500 Max. :4520 2300 : 1 Max. :7100
## (Other):13
## VR_ml_1 CPT_ml_0 CPT_ml_1 TLCO_0 TLCO_1
## 4000 : 2 Min. : 5400 Min. : 5300 Min. :20.00 Min. :23.00
## 2620 : 1 1st Qu.: 6908 1st Qu.: 6370 1st Qu.:30.50 1st Qu.:32.75
## 2900 : 1 Median : 7790 Median : 6855 Median :36.00 Median :37.00
## 3130 : 1 Mean : 7804 Mean : 7236 Mean :35.62 Mean :38.06
## 3190 : 1 3rd Qu.: 8462 3rd Qu.: 8142 3rd Qu.:41.25 3rd Qu.:43.25
## 3330 : 1 Max. :10300 Max. :10400 Max. :50.00 Max. :56.00
## (Other):13 NA's :4 NA's :4
## P_pct._0 Pi_pct._1 SNIP_KPA_0 SNIP_KPA_1 Ci_rest.recalc._0
## Min. : 31.0 Min. : 68.00 :10 :10 Min. :1380
## 1st Qu.: 60.5 1st Qu.: 88.25 6 : 2 5 : 2 1st Qu.:1575
## Median : 98.5 Median :125.50 3 : 1 4,8 : 1 Median :2150
## Mean : 91.0 Mean :122.50 4 : 1 5,98 : 1 Mean :2221
## 3rd Qu.:118.2 3rd Qu.:137.50 4,8 : 1 6,1 : 1 3rd Qu.:2632
## Max. :156.0 Max. :198.00 5 : 1 6,6 : 1 Max. :3360
## NA's :10 NA's :10 (Other): 4 (Other): 4
## Ci_rest.recalc._1 CI_pic.recalc_0 CI_pic.recalc_1 CI_diff.recalc_0
## Min. :1250 Min. : 700 Min. : 890 Min. :-1610.0
## 1st Qu.:1972 1st Qu.:1098 1st Qu.:1338 1st Qu.:-1192.5
## Median :2365 Median :1475 Median :1805 Median : -705.0
## Mean :2306 Mean :1454 Mean :1678 Mean : -767.0
## 3rd Qu.:2555 3rd Qu.:1695 3rd Qu.:1925 3rd Qu.: -327.5
## Max. :3360 Max. :2610 Max. :2500 Max. : -250.0
##
## CI_diff.recalc_1 CI_isoP_0 CI_isoP_1 temps_sec_0
## Min. :-1300.0 Min. : 700 Min. : 890 Min. :175.0
## 1st Qu.: -842.5 1st Qu.:1098 1st Qu.:1568 1st Qu.:413.5
## Median : -620.0 Median :1475 Median :1825 Median :510.0
## Mean : -628.0 Mean :1412 Mean :1805 Mean :513.2
## 3rd Qu.: -410.0 3rd Qu.:1675 3rd Qu.:2225 3rd Qu.:589.2
## Max. : 40.0 Max. :2450 Max. :2500 Max. :884.0
##
## temps_sec_1 VO2_max_0 VO2_max_1 Wmax_0 Wmax_1
## Min. :360.0 : 3 : 3 Min. :10.00 Min. : 25.00
## 1st Qu.:437.5 1 : 2 0,65 : 1 1st Qu.:31.50 1st Qu.: 35.00
## Median :564.0 0,46 : 1 0,7 : 1 Median :40.00 Median : 51.00
## Mean :555.9 0,58 : 1 0,72 : 1 Mean :45.60 Mean : 52.90
## 3rd Qu.:632.5 0,66 : 1 0,73 : 1 3rd Qu.:56.25 3rd Qu.: 61.25
## Max. :900.0 0,68 : 1 0,8 : 1 Max. :90.00 Max. :100.00
## (Other):11 (Other):12
## VT_isotime_0 VT_isotime_1 vt_pic_0 vt_pic_1 VRI_isotime_0
## Min. : 530 Min. : 860 Min. : 500 Min. : 820.0 Min. :-120.0
## 1st Qu.: 865 1st Qu.:1005 1st Qu.: 935 1st Qu.: 972.5 1st Qu.: 130.0
## Median :1005 Median :1270 Median :1045 Median :1226.0 Median : 280.5
## Mean :1036 Mean :1322 Mean :1113 Mean :1285.8 Mean : 376.2
## 3rd Qu.:1092 3rd Qu.:1562 3rd Qu.:1242 3rd Qu.:1610.0 3rd Qu.: 507.5
## Max. :1690 Max. :2210 Max. :2049 Max. :2030.0 Max. :1190.0
##
## VRI_isotime_1 VO2_FC_0 VO2_FC_1 dist_parc_0 dist_parc_1
## Min. :-210.0 : 3 : 2 Min. :273.0 Min. :355.0
## 1st Qu.: 227.0 10,2 : 1 4,27 : 1 1st Qu.:362.0 1st Qu.:415.0
## Median : 480.0 10,3 : 1 5,22 : 1 Median :425.0 Median :445.0
## Mean : 482.6 10,9 : 1 5,67 : 1 Mean :420.3 Mean :462.4
## 3rd Qu.: 715.0 3,7 : 1 5,96 : 1 3rd Qu.:470.0 3rd Qu.:488.0
## Max. :1450.0 5,22 : 1 6 : 1 Max. :568.0 Max. :630.0
## (Other):12 (Other):13 NA's :3 NA's :3
## Nadir_sat_0 Nadir_sat_1 EELV_repos._0 EELV_repos._1 EELV_pic._0
## Min. :72.00 Min. : 77.00 Min. :3740 Min. :3260 Min. :4190
## 1st Qu.:82.00 1st Qu.: 82.25 1st Qu.:4888 1st Qu.:4365 1st Qu.:5990
## Median :85.00 Median : 85.00 Median :5425 Median :5125 Median :6415
## Mean :85.28 Mean : 85.94 Mean :5582 Mean :4930 Mean :6350
## 3rd Qu.:90.75 3rd Qu.: 89.00 3rd Qu.:6085 3rd Qu.:5360 3rd Qu.:6818
## Max. :95.00 Max. :106.00 Max. :7470 Max. :7480 Max. :8530
## NA's :2 NA's :2
## EELV_pic._1 EELV_isoPUISSANCE._0 EELV_isoPUISSANCE._1 SNIP_KPA_pct_0
## Min. :3720 Min. :4190 Min. :3330 Min. :30
## 1st Qu.:4822 1st Qu.:5990 1st Qu.:4720 1st Qu.:50
## Median :5710 Median :6425 Median :5450 Median :63
## Mean :5558 Mean :6391 Mean :5431 Mean :57
## 3rd Qu.:5975 3rd Qu.:7020 3rd Qu.:5968 3rd Qu.:67
## Max. :8190 Max. :8530 Max. :8190 Max. :74
## NA's :7
## SNIP_KPA_pct_1 Repondeur_VEMS Repondeur_HID
## Min. : 45.00 Non répondeur: 0 Non répondeur: 7
## 1st Qu.: 62.25 Répondeur :20 Répondeur :13
## Median : 73.00
## Mean : 73.07
## 3rd Qu.: 91.75
## Max. :104.00
## NA's :6Reponse des patients selon HID
by(Av_Ap_total_HID, Av_Ap_total_HID$Repondeur_HID, summary)## Av_Ap_total_HID$Repondeur_HID: Non répondeur
## patient.ID Centre PATIENTS.HID HID volume_lobe.T._0
## 1_L : 1 Limoge : 9 Min. : 2.00 Oui:20 Min. : 942
## 10_T : 1 Toulouse:11 1st Qu.: 8.75 1st Qu.:1415
## 11_L : 1 Median :23.50 Median :1512
## 11_T : 1 Mean :19.95 Mean :1738
## 12_L : 1 3rd Qu.:28.50 3rd Qu.:2041
## 13_T : 1 Max. :37.00 Max. :3219
## (Other):14 NA's :3
## volume.lobe.T._1 MMRC_0 MMRC_1 BODE_0
## Min. : 56 Min. :2.000 Min. :1.000 Min. :3.000
## 1st Qu.: 682 1st Qu.:3.000 1st Qu.:1.000 1st Qu.:4.000
## Median :1157 Median :3.000 Median :2.000 Median :6.000
## Mean :1162 Mean :3.167 Mean :2.167 Mean :5.294
## 3rd Qu.:1649 3rd Qu.:4.000 3rd Qu.:3.000 3rd Qu.:6.000
## Max. :2090 Max. :4.000 Max. :4.000 Max. :8.000
## NA's :3 NA's :2 NA's :2 NA's :3
## BODE_1 VEMS.ml_0 VEMS.ml_1 Tiffe_0 Tiffe_1
## Min. :1.000 Min. : 620 Min. : 490 53 : 2 Min. :22.00
## 1st Qu.:3.000 1st Qu.: 800 1st Qu.: 850 25 : 1 1st Qu.:31.75
## Median :4.000 Median : 915 Median : 930 26 : 1 Median :35.50
## Mean :4.412 Mean : 988 Mean :1089 27 : 1 Mean :37.95
## 3rd Qu.:6.000 3rd Qu.:1128 3rd Qu.:1322 28 : 1 3rd Qu.:43.00
## Max. :9.000 Max. :1580 Max. :1890 30 : 1 Max. :69.00
## NA's :3 (Other):13
## CV_ml_0 CV_ml_1 CVF_ml_0 CVF_ml_1 VR_ml_0
## Min. :1570 Min. :1300 Min. :1410 3450 : 2 Min. :3190
## 1st Qu.:2480 1st Qu.:2638 1st Qu.:2420 1030 : 1 1st Qu.:4368
## Median :2965 Median :3150 Median :2575 1430 : 1 Median :4980
## Mean :2917 Mean :3042 Mean :2747 2240 : 1 Mean :5031
## 3rd Qu.:3465 3rd Qu.:3630 3rd Qu.:3220 2350 : 1 3rd Qu.:5458
## Max. :4090 Max. :3970 Max. :4520 2500 : 1 Max. :7060
## (Other):13
## VR_ml_1 CPT_ml_0 CPT_ml_1 TLCO_0 TLCO_1
## 2,94 : 1 Min. : 5650 Min. :3320 Min. :14.00 Min. :22.00
## 2400 : 1 1st Qu.: 7265 1st Qu.:6602 1st Qu.:24.00 1st Qu.:30.75
## 3130 : 1 Median : 8085 Median :8065 Median :31.50 Median :33.00
## 3190 : 1 Mean : 8066 Mean :7488 Mean :31.33 Mean :36.33
## 4070 : 1 3rd Qu.: 8882 3rd Qu.:8520 3rd Qu.:36.50 3rd Qu.:43.25
## 4240 : 1 Max. :10111 Max. :9910 Max. :47.00 Max. :56.00
## (Other):14 NA's :8 NA's :8
## P_pct._0 Pi_pct._1 SNIP_KPA_0 SNIP_KPA_1 Ci_rest.recalc._0
## Min. : 77.00 Min. : 58.00 :16 :16 Min. :1520
## 1st Qu.: 83.25 1st Qu.: 67.75 6 : 2 3,86 : 1 1st Qu.:1992
## Median :101.50 Median : 75.50 5 : 1 5 : 1 Median :2240
## Mean :107.33 Mean :103.38 6,62 : 1 6,5 : 1 Mean :2254
## 3rd Qu.:123.50 3rd Qu.:129.25 3 : 0 8,24 : 1 3rd Qu.:2508
## Max. :156.00 Max. :198.00 3,2 : 0 4,8 : 0 Max. :3280
## NA's :14 NA's :12 (Other): 0 (Other): 0
## Ci_rest.recalc._1 CI_pic.recalc_0 CI_pic.recalc_1 CI_diff.recalc_0
## Min. :1350 Min. : 850 Min. : 800 Min. :-1610.0
## 1st Qu.:1790 1st Qu.:1360 1st Qu.:1272 1st Qu.: -842.5
## Median :2170 Median :1490 Median :1465 Median : -625.0
## Mean :2134 Mean :1570 Mean :1539 Mean : -685.0
## 3rd Qu.:2400 3rd Qu.:1838 3rd Qu.:1850 3rd Qu.: -405.0
## Max. :3150 Max. :2450 Max. :2380 Max. : -280.0
##
## CI_diff.recalc_1 CI_isoP_0 CI_isoP_1 temps_sec_0
## Min. :-1300.0 Min. : 930 Min. : 800 Min. :295.0
## 1st Qu.: -747.5 1st Qu.:1440 1st Qu.:1300 1st Qu.:435.5
## Median : -605.0 Median :1565 Median :1485 Median :545.5
## Mean : -595.5 Mean :1658 Mean :1552 Mean :538.5
## 3rd Qu.: -492.5 3rd Qu.:1942 3rd Qu.:1850 3rd Qu.:649.0
## Max. : 40.0 Max. :2450 Max. :2380 Max. :884.0
##
## temps_sec_1 VO2_max_0 VO2_max_1 Wmax_0 Wmax_1
## Min. :240.0 : 4 : 4 Min. :20.00 Min. : 15.00
## 1st Qu.:457.2 0,66 : 2 0,5 : 1 1st Qu.:34.50 1st Qu.: 32.25
## Median :549.0 0,585 : 1 0,6 : 1 Median :50.00 Median : 45.50
## Mean :522.8 0,62 : 1 0,7 : 1 Mean :51.85 Mean : 48.15
## 3rd Qu.:600.0 0,81 : 1 0,73 : 1 3rd Qu.:57.75 3rd Qu.: 61.50
## Max. :740.0 0,82 : 1 0,75 : 1 Max. :90.00 Max. :100.00
## (Other):10 (Other):11
## VT_isotime_0 VT_isotime_1 vt_pic_0 vt_pic_1
## Min. : 590.0 Min. : 650 Min. : 710 Min. : 720.0
## 1st Qu.: 907.5 1st Qu.: 895 1st Qu.: 965 1st Qu.: 905.2
## Median :1045.0 Median :1095 Median :1178 Median :1166.0
## Mean :1090.5 Mean :1073 Mean :1185 Mean :1156.0
## 3rd Qu.:1285.0 3rd Qu.:1178 3rd Qu.:1335 3rd Qu.:1392.5
## Max. :1630.0 Max. :1570 Max. :2000 Max. :1828.0
##
## VRI_isotime_0 VRI_isotime_1 VO2_FC_0 VO2_FC_1 dist_parc_0
## Min. : 0.0 Min. :-210.0 : 4 : 3 Min. :252
## 1st Qu.: 285.2 1st Qu.: 175.0 8,2 : 2 10 : 1 1st Qu.:315
## Median : 560.0 Median : 470.0 10,2 : 1 11,3 : 1 Median :408
## Mean : 567.0 Mean : 479.1 10,8 : 1 4,1 : 1 Mean :406
## 3rd Qu.: 797.5 3rd Qu.: 745.0 10,9 : 1 5,8 : 1 3rd Qu.:496
## Max. :1190.0 Max. :1450.0 5,7 : 1 5,96 : 1 Max. :554
## (Other):10 (Other):12 NA's :3
## dist_parc_1 Nadir_sat_0 Nadir_sat_1 EELV_repos._0 EELV_repos._1
## Min. :265.0 Min. :75.00 Min. :74.00 Min. :4130 Min. :1230
## 1st Qu.:355.0 1st Qu.:82.00 1st Qu.:82.00 1st Qu.:5000 1st Qu.:4605
## Median :420.0 Median :86.00 Median :85.00 Median :5765 Median :5475
## Mean :435.7 Mean :85.94 Mean :85.65 Mean :5811 Mean :5354
## 3rd Qu.:505.0 3rd Qu.:91.00 3rd Qu.:90.00 3rd Qu.:6422 3rd Qu.:6420
## Max. :630.0 Max. :94.00 Max. :91.00 Max. :7740 Max. :7960
## NA's :3 NA's :3 NA's :3
## EELV_pic._0 EELV_pic._1 EELV_isoPUISSANCE._0 EELV_isoPUISSANCE._1
## Min. :4610 Min. :1850 Min. :4610 Min. :1850
## 1st Qu.:5935 1st Qu.:5195 1st Qu.:5615 1st Qu.:5068
## Median :6425 Median :5945 Median :6425 Median :5945
## Mean :6496 Mean :5950 Mean :6408 Mean :5936
## 3rd Qu.:7445 3rd Qu.:6965 3rd Qu.:7328 3rd Qu.:6965
## Max. :8401 Max. :8410 Max. :8150 Max. :8410
##
## SNIP_KPA_pct_0 SNIP_KPA_pct_1 Repondeur_VEMS Repondeur_HID
## Min. :50.00 Min. : 45.00 Non répondeur:13 Non répondeur:20
## 1st Qu.:59.00 1st Qu.: 52.50 Répondeur : 7 Répondeur : 0
## Median :69.00 Median : 62.00
## Mean :65.29 Mean : 69.09
## 3rd Qu.:71.00 3rd Qu.: 84.50
## Max. :78.00 Max. :106.00
## NA's :13 NA's :9
## ------------------------------------------------------------
## Av_Ap_total_HID$Repondeur_HID: Répondeur
## patient.ID Centre PATIENTS.HID HID volume_lobe.T._0
## 10_L : 1 Limoge : 4 Min. : 1.00 Oui:17 Min. : 536
## 12_T : 1 Toulouse:13 1st Qu.:13.00 1st Qu.:1324
## 13_L : 1 Median :17.00 Median :1533
## 19_T : 1 Mean :17.88 Mean :1596
## 20_T : 1 3rd Qu.:22.00 3rd Qu.:2085
## 21_T : 1 Max. :35.00 Max. :2502
## (Other):11 NA's :3
## volume.lobe.T._1 MMRC_0 MMRC_1 BODE_0
## Min. : 0.0 Min. :2.000 Min. :1.000 Min. :1.000
## 1st Qu.: 0.0 1st Qu.:3.000 1st Qu.:1.000 1st Qu.:5.000
## Median : 0.0 Median :3.000 Median :1.000 Median :6.000
## Mean : 393.4 Mean :3.118 Mean :1.647 Mean :5.765
## 3rd Qu.: 802.5 3rd Qu.:4.000 3rd Qu.:2.000 3rd Qu.:7.000
## Max. :1672.0 Max. :4.000 Max. :3.000 Max. :9.000
## NA's :3
## BODE_1 VEMS.ml_0 VEMS.ml_1 Tiffe_0 Tiffe_1
## Min. :1.000 Min. : 480.0 Min. : 620 43 :3 Min. :30.00
## 1st Qu.:2.000 1st Qu.: 710.0 1st Qu.: 850 28 :2 1st Qu.:36.00
## Median :3.000 Median : 880.0 Median :1100 31 :2 Median :40.00
## Mean :3.235 Mean : 892.9 Mean :1128 25 :1 Mean :39.18
## 3rd Qu.:4.000 3rd Qu.: 910.0 3rd Qu.:1350 26 :1 3rd Qu.:43.00
## Max. :6.000 Max. :1820.0 Max. :1770 32 :1 Max. :49.00
## (Other):7
## CV_ml_0 CV_ml_1 CVF_ml_0 CVF_ml_1 VR_ml_0
## Min. :1360 Min. :1320 Min. :1260 2510 :3 Min. :3300
## 1st Qu.:1700 1st Qu.:2320 1st Qu.:1670 1660 :1 1st Qu.:4600
## Median :2580 Median :2790 Median :2160 1720 :1 Median :5160
## Mean :2470 Mean :2820 Mean :2234 2080 :1 Mean :5079
## 3rd Qu.:2920 3rd Qu.:3050 3rd Qu.:2590 2100 :1 3rd Qu.:5400
## Max. :4040 Max. :4500 Max. :3750 2230 :1 Max. :7100
## (Other):9
## VR_ml_1 CPT_ml_0 CPT_ml_1 TLCO_0 TLCO_1
## 4000 : 2 Min. : 5400 Min. : 5300 Min. :20.00 Min. :23.00
## 2620 : 1 1st Qu.: 6920 1st Qu.: 6380 1st Qu.:33.00 1st Qu.:33.00
## 2900 : 1 Median : 7300 Median : 6820 Median :37.00 Median :37.00
## 2970 : 1 Mean : 7563 Mean : 7128 Mean :36.62 Mean :36.77
## 3330 : 1 3rd Qu.: 8250 3rd Qu.: 7700 3rd Qu.:41.00 3rd Qu.:43.00
## 3570 : 1 Max. :10300 Max. :10400 Max. :53.00 Max. :52.00
## (Other):10 NA's :4 NA's :4
## P_pct._0 Pi_pct._1 SNIP_KPA_0 SNIP_KPA_1 Ci_rest.recalc._0
## Min. : 31.0 Min. : 45.0 :8 :8 Min. :1380
## 1st Qu.: 56.5 1st Qu.: 75.5 3 :1 4,8 :1 1st Qu.:1480
## Median : 81.5 Median :117.0 3,2 :1 5 :1 Median :1800
## Mean : 82.7 Mean :109.1 4 :1 5,6 :1 Mean :2061
## 3rd Qu.:114.8 3rd Qu.:137.0 4,8 :1 5,98 :1 3rd Qu.:2450
## Max. :131.0 Max. :167.0 5,3 :1 6,1 :1 Max. :3360
## NA's :7 NA's :6 (Other):4 (Other):4
## Ci_rest.recalc._1 CI_pic.recalc_0 CI_pic.recalc_1 CI_diff.recalc_0
## Min. : 820 Min. : 700 Min. : 950 Min. :-1590.0
## 1st Qu.:1950 1st Qu.: 890 1st Qu.:1220 1st Qu.:-1190.0
## Median :2110 Median :1140 Median :1590 Median : -680.0
## Mean :2168 Mean :1268 Mean :1629 Mean : -792.4
## 3rd Qu.:2500 3rd Qu.:1470 3rd Qu.:1870 3rd Qu.: -360.0
## Max. :3360 Max. :2610 Max. :2500 Max. : -250.0
##
## CI_diff.recalc_1 CI_isoP_0 CI_isoP_1 temps_sec_0
## Min. :-1280.0 Min. : 700 Min. :1000 Min. :175.0
## 1st Qu.: -710.0 1st Qu.: 890 1st Qu.:1570 1st Qu.:372.0
## Median : -520.0 Median :1140 Median :1810 Median :450.0
## Mean : -538.8 Mean :1214 Mean :1777 Mean :484.3
## 3rd Qu.: -390.0 3rd Qu.:1470 3rd Qu.:2210 3rd Qu.:540.0
## Max. : 300.0 Max. :2320 Max. :2580 Max. :985.0
##
## temps_sec_1 VO2_max_0 VO2_max_1 Wmax_0 Wmax_1
## Min. :312.0 :4 :4 Min. :10.00 Min. : 21
## 1st Qu.:420.0 0,46 :1 0,34 :1 1st Qu.:25.00 1st Qu.: 35
## Median :480.0 0,47 :1 0,65 :1 Median :35.00 Median : 45
## Mean :542.1 0,58 :1 0,7 :1 Mean :39.59 Mean : 49
## 3rd Qu.:660.0 0,68 :1 0,72 :1 3rd Qu.:45.00 3rd Qu.: 60
## Max. :900.0 0,7 :1 0,76 :1 Max. :87.00 Max. :109
## (Other):8 (Other):8
## VT_isotime_0 VT_isotime_1 vt_pic_0 vt_pic_1 VRI_isotime_0
## Min. : 460.0 Min. : 700 Min. : 490 Min. : 810 Min. :-120.0
## 1st Qu.: 740.0 1st Qu.: 900 1st Qu.: 790 1st Qu.: 890 1st Qu.: 90.0
## Median : 900.0 Median :1310 Median : 950 Median :1000 Median : 190.0
## Mean : 935.3 Mean :1298 Mean :1009 Mean :1241 Mean : 278.8
## 3rd Qu.:1057.0 3rd Qu.:1560 3rd Qu.:1130 3rd Qu.:1640 3rd Qu.: 410.0
## Max. :1690.0 Max. :2210 Max. :2049 Max. :2030 Max. :1100.0
##
## VRI_isotime_1 VO2_FC_0 VO2_FC_1 dist_parc_0 dist_parc_1
## Min. : 0.0 :4 :3 Min. :273.0 Min. :309.0
## 1st Qu.: 220.0 10,3 :1 3,4 :1 1st Qu.:325.0 1st Qu.:390.0
## Median : 500.0 3,7 :1 4,27 :1 Median :401.0 Median :435.0
## Mean : 479.2 4 :1 5,22 :1 Mean :394.5 Mean :438.1
## 3rd Qu.: 710.0 5,22 :1 5,67 :1 3rd Qu.:460.0 3rd Qu.:471.5
## Max. :1050.0 5,69 :1 6 :1 Max. :568.0 Max. :579.0
## (Other):8 (Other):9 NA's :2 NA's :2
## Nadir_sat_0 Nadir_sat_1 EELV_repos._0 EELV_repos._1 EELV_pic._0
## Min. :72.00 Min. : 77.00 Min. :3740 Min. :3260 Min. :4190
## 1st Qu.:81.50 1st Qu.: 82.50 1st Qu.:4890 1st Qu.:4290 1st Qu.:5690
## Median :84.00 Median : 84.00 Median :5440 Median :4760 Median :6320
## Mean :84.07 Mean : 86.87 Mean :5502 Mean :4960 Mean :6295
## 3rd Qu.:88.00 3rd Qu.: 90.00 3rd Qu.:6010 3rd Qu.:5270 3rd Qu.:7020
## Max. :95.00 Max. :106.00 Max. :7130 Max. :8050 Max. :8530
## NA's :2 NA's :2
## EELV_pic._1 EELV_isoPUISSANCE._0 EELV_isoPUISSANCE._1 SNIP_KPA_pct_0
## Min. :3720 Min. :4190 Min. :3330 Min. :30.00
## 1st Qu.:4650 1st Qu.:5690 1st Qu.:4570 1st Qu.:37.50
## Median :5570 Median :6410 Median :5280 Median :63.00
## Mean :5499 Mean :6349 Mean :5351 Mean :54.82
## 3rd Qu.:5940 3rd Qu.:7020 3rd Qu.:5830 3rd Qu.:66.50
## Max. :8190 Max. :8530 Max. :8190 Max. :74.00
## NA's :6
## SNIP_KPA_pct_1 Repondeur_VEMS Repondeur_HID
## Min. : 49.00 Non répondeur: 4 Non répondeur: 0
## 1st Qu.: 63.75 Répondeur :13 Répondeur :17
## Median : 73.00
## Mean : 74.60
## 3rd Qu.: 81.00
## Max. :104.00
## NA's :7