library(Hmisc)
library(knitr)
library(rmarkdown)
library(markdown)
library(tidyverse)
library(car)
library(rcompanion)
library(tidyverse)
library(rstatix)
library(ggpubr)
library(car)
library(prettyR)
library(VIM)
library(summarytools)Descriptif_total_V2 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Descriptif_total_V2.csv", stringsAsFactors=TRUE)summarytools::descr(Descriptif_total_V2,na.rm = TRUE)## Descriptive Statistics
## Descriptif_total_V2
## N: 191
##
## age_Cs_initiale BMI BODE.calculé_1 BODE_calcul_0 calcul.bode_2
## ----------------- ----------------- -------- ---------------- --------------- ---------------
## Mean 62.31 23.04 3.92 5.74 4.05
## Std.Dev 8.23 4.30 1.83 2.03 2.52
## Min 44.71 14.20 0.00 0.00 1.00
## Q1 56.38 20.06 2.00 4.00 2.00
## Median 62.95 22.74 4.00 6.00 3.00
## Q3 68.64 25.55 5.00 7.00 6.00
## Max 82.24 40.04 8.00 10.00 10.00
## MAD 9.31 4.00 1.48 1.48 2.97
## IQR 12.17 5.47 2.50 3.00 4.00
## CV 0.13 0.19 0.47 0.35 0.62
## Skewness 0.00 0.72 0.16 0.02 0.68
## SE.Skewness 0.18 0.18 0.38 0.19 0.50
## Kurtosis -0.72 1.16 -0.70 0.02 -0.68
## N.Valid 191.00 180.00 39.00 158.00 21.00
## Pct.Valid 100.00 94.24 20.42 82.72 10.99
##
## Table: Table continues below
##
##
##
## Calcul_BODE_TM6_2 CPT_.ml._1 CPT_.ml._2 CPT_.PCT._1 CPT_.PCT._2
## ----------------- ------------------- ------------ ------------ ------------- -------------
## Mean 1.84 7668.20 7823.21 130.26 139.35
## Std.Dev 1.38 1410.67 1542.93 17.68 33.52
## Min 0.00 5300.00 5150.00 43.00 107.00
## Q1 0.00 6430.00 6450.00 123.00 123.00
## Median 3.00 7520.00 7650.00 130.00 133.50
## Q3 3.00 8870.00 8950.00 139.00 145.00
## Max 3.00 10400.00 10800.00 167.00 294.00
## MAD 0.00 1638.27 1853.25 10.38 15.57
## IQR 3.00 2335.00 2450.00 15.50 20.50
## CV 0.75 0.18 0.20 0.14 0.24
## Skewness -0.44 0.18 0.19 -2.11 3.44
## SE.Skewness 0.35 0.34 0.44 0.34 0.44
## Kurtosis -1.73 -1.13 -1.15 9.69 13.28
## N.Valid 45.00 50.00 28.00 50.00 28.00
## Pct.Valid 23.56 26.18 14.66 26.18 14.66
##
## Table: Table continues below
##
##
##
## CPT_ml_0 CPT_PCT_0 CVF_.ml._1 CVF_.ml._2 CVF_.PCT._1 CVF_.PCT._2
## ----------------- ---------- ----------- ------------ ------------ ------------- -------------
## Mean 7555.34 132.97 2505.51 2314.29 76.96 71.75
## Std.Dev 1789.38 18.73 719.56 522.32 20.63 21.13
## Min 10.00 69.00 1310.00 1480.00 38.00 40.00
## Q1 6425.00 121.50 2080.00 1900.00 60.80 55.00
## Median 7705.00 134.00 2470.00 2310.00 78.00 67.50
## Q3 8840.00 144.50 2980.00 2655.00 91.00 86.00
## Max 11000.00 184.00 5200.00 3600.00 129.00 108.00
## MAD 1756.88 17.79 637.52 518.91 25.20 22.24
## IQR 2357.50 22.50 900.00 722.50 30.20 29.50
## CV 0.24 0.14 0.29 0.23 0.27 0.29
## Skewness -1.30 -0.24 0.93 0.50 0.24 0.24
## SE.Skewness 0.19 0.19 0.34 0.44 0.34 0.44
## Kurtosis 3.73 0.58 2.08 -0.42 -0.57 -1.18
## N.Valid 164.00 168.00 49.00 28.00 49.00 28.00
## Pct.Valid 85.86 87.96 25.65 14.66 25.65 14.66
##
## Table: Table continues below
##
##
##
## CVF_ml_0 CVF_PCT_0 Délai.de.survenue.des.complications..jours.
## ----------------- ---------- ----------- ---------------------------------------------
## Mean 2294.64 68.54 7.50
## Std.Dev 809.90 20.39 12.10
## Min 950.00 30.00 0.00
## Q1 1690.00 52.50 0.50
## Median 2185.00 67.50 1.00
## Q3 2770.00 81.50 10.00
## Max 5000.00 135.00 34.00
## MAD 793.19 21.50 1.48
## IQR 1075.00 28.50 5.75
## CV 0.35 0.30 1.61
## Skewness 0.77 0.55 1.23
## SE.Skewness 0.19 0.19 0.56
## Kurtosis 0.36 0.04 -0.30
## N.Valid 166.00 168.00 16.00
## Pct.Valid 86.91 87.96 8.38
##
## Table: Table continues below
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2 delais_retrait_valve_mois
## ----------------- ----------------------------------------------------- ---------------------------
## Mean 12.62 8.75
## Std.Dev 15.73 6.22
## Min 0.00 1.40
## Q1 2.00 4.33
## Median 6.00 7.03
## Q3 28.00 13.37
## Max 48.00 18.80
## MAD 8.90 8.05
## IQR 26.00 9.04
## CV 1.25 0.71
## Skewness 0.97 0.31
## SE.Skewness 0.62 0.62
## Kurtosis -0.60 -1.59
## N.Valid 13.00 13.00
## Pct.Valid 6.81 6.81
##
## Table: Table continues below
##
##
##
## DLCO_PCT_0 Gain.TM6_2 Gain_CPT Gain_CPT_2 Gain_CVF_1 Gain_CVF_2
## ----------------- ------------ ------------ ---------- ------------ ------------ ------------
## Mean 34.36 30.62 -299.90 -228.75 447.12 306.04
## Std.Dev 11.07 105.38 594.02 650.60 666.42 677.84
## Min 17.00 -155.00 -1570.00 -1530.00 -870.00 -1230.00
## Q1 27.00 -72.00 -860.00 -810.00 -50.00 5.00
## Median 33.00 58.00 -220.50 -225.00 300.00 285.00
## Q3 39.40 118.00 190.00 293.00 840.00 720.00
## Max 89.00 187.00 1060.00 1060.00 2630.00 2060.00
## MAD 8.90 126.02 710.91 819.88 652.34 541.15
## IQR 12.20 190.00 1032.50 1091.50 890.00 697.50
## CV 0.32 3.44 -1.98 -2.84 1.49 2.21
## Skewness 1.49 -0.17 -0.13 -0.12 0.73 0.02
## SE.Skewness 0.20 0.50 0.34 0.44 0.34 0.44
## Kurtosis 3.99 -1.38 -0.79 -0.85 0.82 0.41
## N.Valid 151.00 21.00 50.00 28.00 49.00 28.00
## Pct.Valid 79.06 10.99 26.18 14.66 25.65 14.66
##
## Table: Table continues below
##
##
##
## Gain_TM6_1 Gain_VEMS_1 Gain_VEMS_2 Gain_VR_1 Gain_VR_2 IMC_1 IMC_2
## ----------------- ------------ ------------- ------------- ----------- ----------- ------- -------
## Mean 41.83 182.00 111.33 -704.60 -548.93 22.62 23.12
## Std.Dev 112.25 320.57 230.12 940.39 1138.85 3.77 4.43
## Min -230.00 -390.00 -500.00 -2620.00 -2910.00 14.00 14.00
## Q1 -18.50 -10.00 -60.00 -1270.00 -1300.00 20.00 20.50
## Median 52.50 180.00 125.00 -605.00 -490.00 22.70 23.00
## Q3 89.50 320.00 260.00 -130.00 45.00 25.00 25.50
## Max 442.00 1830.00 550.00 1960.00 2790.00 32.00 32.00
## MAD 69.68 229.80 237.22 837.67 1074.88 3.41 3.71
## IQR 107.00 327.50 297.50 1115.00 1322.50 4.82 5.00
## CV 2.68 1.76 2.07 -1.33 -2.07 0.17 0.19
## Skewness 0.48 2.48 -0.41 0.24 0.58 0.15 -0.02
## SE.Skewness 0.37 0.34 0.43 0.34 0.44 0.34 0.43
## Kurtosis 3.03 11.56 -0.04 0.07 0.83 0.08 -0.59
## N.Valid 40.00 50.00 30.00 50.00 28.00 50.00 29.00
## Pct.Valid 20.94 26.18 15.71 26.18 14.66 26.18 15.18
##
## Table: Table continues below
##
##
##
## mMRC_1 mMRC_2 Nbre.de.raison Nbre_valves_posées PaCO2_.mmHg._0
## ----------------- -------- -------- ---------------- -------------------- ----------------
## Mean 2.10 2.35 1.84 1.78 39.74
## Std.Dev 0.97 1.13 0.86 3.07 5.83
## Min 1.00 1.00 1.00 0.00 28.50
## Q1 1.00 1.00 1.00 0.00 36.00
## Median 2.00 2.00 2.00 0.00 38.70
## Q3 3.00 3.00 2.00 4.00 43.00
## Max 4.00 4.00 4.00 15.00 59.00
## MAD 1.48 1.48 1.48 0.00 4.89
## IQR 2.00 2.00 1.00 3.75 7.00
## CV 0.46 0.48 0.47 1.73 0.15
## Skewness 0.13 0.13 0.67 1.62 0.69
## SE.Skewness 0.37 0.46 0.21 0.18 0.20
## Kurtosis -1.40 -1.46 -0.50 1.95 0.50
## N.Valid 41.00 26.00 134.00 186.00 145.00
## Pct.Valid 21.47 13.61 70.16 97.38 75.92
##
## Table: Table continues below
##
##
##
## PaO2_AA.mmHg._0 poids pourc_perfusion_lobe_traité Score.MMRC_0
## ----------------- ----------------- -------- ----------------------------- --------------
## Mean 67.75 65.63 12.47 2.79
## Std.Dev 9.42 14.30 8.72 0.88
## Min 35.00 38.00 0.00 0.00
## Q1 62.00 55.00 6.00 2.00
## Median 68.00 65.00 11.00 3.00
## Q3 73.30 73.00 18.00 3.00
## Max 91.00 120.00 38.00 4.00
## MAD 8.01 13.34 8.90 1.48
## IQR 11.15 17.75 11.50 1.00
## CV 0.14 0.22 0.70 0.32
## Skewness -0.15 0.73 0.71 -0.51
## SE.Skewness 0.21 0.18 0.30 0.18
## Kurtosis 0.75 1.30 0.24 0.08
## N.Valid 139.00 178.00 63.00 179.00
## Pct.Valid 72.77 93.19 32.98 93.72
##
## Table: Table continues below
##
##
##
## Stade_BPCO_GOLD_VEMS taille TM6_.m._0 TM6_.m._1 TM6_.m._2
## ----------------- ---------------------- -------- ----------- ----------- -----------
## Mean 3.33 1.68 323.06 390.38 406.00
## Std.Dev 0.67 0.08 148.31 115.25 148.65
## Min 1.00 1.50 0.00 160.00 28.00
## Q1 3.00 1.61 224.50 312.00 339.00
## Median 3.00 1.69 333.00 398.50 393.00
## Q3 4.00 1.75 433.50 471.50 480.00
## Max 4.00 1.90 650.00 630.00 660.00
## MAD 1.48 0.10 155.67 111.94 114.16
## IQR 1.00 0.14 208.00 157.75 141.00
## CV 0.20 0.05 0.46 0.30 0.37
## Skewness -0.70 0.04 -0.18 -0.08 -0.43
## SE.Skewness 0.18 0.18 0.19 0.37 0.50
## Kurtosis 0.29 -0.81 -0.77 -0.48 0.08
## N.Valid 191.00 178.00 160.00 40.00 21.00
## Pct.Valid 100.00 93.19 83.77 20.94 10.99
##
## Table: Table continues below
##
##
##
## TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 TM6_.score.borg._1
## ----------------- ----------------------- -------------------- --------------------
## Mean 83.14 6.82 6.04
## Std.Dev 7.48 2.06 1.73
## Min 38.00 0.00 2.50
## Q1 79.00 5.00 5.00
## Median 84.00 7.00 6.00
## Q3 89.00 8.00 8.00
## Max 95.00 10.00 9.00
## MAD 7.41 2.22 2.22
## IQR 10.00 3.00 3.00
## CV 0.09 0.30 0.29
## Skewness -1.61 -0.60 -0.12
## SE.Skewness 0.19 0.19 0.37
## Kurtosis 7.08 -0.01 -0.99
## N.Valid 160.00 155.00 40.00
## Pct.Valid 83.77 81.15 20.94
##
## Table: Table continues below
##
##
##
## TM6_.score.borg._2 TM6_sat_.PCT._1 TM6_sat_.PCT._2 VEMS._mL_0
## ----------------- -------------------- ----------------- ----------------- ------------
## Mean 7.12 83.05 83.67 946.97
## Std.Dev 1.83 5.56 5.95 383.60
## Min 2.00 70.00 69.00 400.00
## Q1 6.00 79.00 80.00 700.00
## Median 8.00 84.00 82.00 870.00
## Q3 8.25 86.50 88.00 1100.00
## Max 9.00 92.00 94.00 2400.00
## MAD 1.48 6.67 5.93 296.52
## IQR 1.62 6.75 8.00 400.00
## CV 0.26 0.07 0.07 0.41
## Skewness -1.18 -0.27 -0.27 1.42
## SE.Skewness 0.51 0.37 0.50 0.18
## Kurtosis 0.67 -0.47 -0.31 2.20
## N.Valid 20.00 40.00 21.00 175.00
## Pct.Valid 10.47 20.94 10.99 91.62
##
## Table: Table continues below
##
##
##
## VEMS_.ml._1 VEMS_.ml._2 VEMS_.PCT._1 VEMS_.PCT._2 VEMS_PCT_0 VR..ml._1
## ----------------- ------------- ------------- -------------- -------------- ------------ -----------
## Mean 1036.20 957.00 38.45 35.50 34.39 4810.20
## Std.Dev 382.68 318.38 12.17 12.02 12.55 1270.41
## Min 500.00 490.00 21.00 17.00 13.00 2100.00
## Q1 800.00 700.00 30.00 26.50 26.00 4000.00
## Median 945.00 960.00 36.00 36.00 32.50 4705.00
## Q3 1200.00 1100.00 44.00 41.00 41.00 5540.00
## Max 2630.00 1900.00 76.00 59.00 92.00 8660.00
## MAD 274.28 259.46 10.38 11.12 10.67 1104.54
## IQR 397.50 375.00 13.25 14.25 15.00 1512.50
## CV 0.37 0.33 0.32 0.34 0.36 0.26
## Skewness 1.73 0.57 0.81 0.37 1.30 0.43
## SE.Skewness 0.34 0.43 0.34 0.44 0.18 0.34
## Kurtosis 4.41 0.55 0.33 -0.78 2.75 0.41
## N.Valid 50.00 30.00 50.00 28.00 189.00 50.00
## Pct.Valid 26.18 15.71 26.18 14.66 98.95 26.18
##
## Table: Table continues below
##
##
##
## VR..PCT._1 VR_.ml._2 VR_.PCT._2 VR_CPT_0 VR_ml_0
## ----------------- ------------ ----------- ------------ ---------- ---------
## Mean 221.06 5054.29 221.61 65.52 5088.40
## Std.Dev 41.70 1530.83 55.25 13.71 1357.60
## Min 137.00 2860.00 88.00 20.00 1810.00
## Q1 187.00 3845.00 180.50 58.00 4200.00
## Median 217.50 4810.00 211.00 65.00 5100.00
## Q3 246.00 6195.00 259.00 73.80 6000.00
## Max 313.00 8900.00 334.00 172.00 9800.00
## MAD 43.74 1816.18 61.53 10.38 1334.34
## IQR 58.00 2200.00 77.75 15.40 1797.50
## CV 0.19 0.30 0.25 0.21 0.27
## Skewness 0.32 0.50 -0.04 2.40 0.08
## SE.Skewness 0.34 0.44 0.44 0.19 0.19
## Kurtosis -0.56 -0.54 -0.45 21.17 0.24
## N.Valid 50.00 28.00 28.00 163.00 162.00
## Pct.Valid 26.18 14.66 14.66 85.34 84.82valves_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/valves_total.csv", stringsAsFactors=TRUE)summarytools::descr(valves_total,na.rm = TRUE)## Descriptive Statistics
## valves_total
## N: 56
##
## age_Cs_initiale BMI BODE.calculé_1 BODE_calcul_0 calcul.bode_2
## ----------------- ----------------- -------- ---------------- --------------- ---------------
## Mean 61.68 22.58 3.92 5.98 4.05
## Std.Dev 6.91 3.81 1.83 1.94 2.52
## Min 48.83 14.20 0.00 2.00 1.00
## Q1 56.90 20.16 2.00 5.00 2.00
## Median 61.66 22.41 4.00 6.00 3.00
## Q3 67.80 24.96 5.00 7.00 6.00
## Max 79.09 31.25 8.00 10.00 10.00
## MAD 8.30 3.68 1.48 1.48 2.97
## IQR 10.51 4.77 2.50 2.00 4.00
## CV 0.11 0.17 0.47 0.32 0.62
## Skewness 0.01 0.12 0.16 0.44 0.68
## SE.Skewness 0.32 0.32 0.38 0.32 0.50
## Kurtosis -0.70 -0.33 -0.70 -0.59 -0.68
## N.Valid 56.00 56.00 39.00 54.00 21.00
## Pct.Valid 100.00 100.00 69.64 96.43 37.50
##
## Table: Table continues below
##
##
##
## Calcul_BODE_TM6_2 CPT_.ml._1 CPT_.ml._2 CPT_.PCT._1 CPT_.PCT._2
## ----------------- ------------------- ------------ ------------ ------------- -------------
## Mean 1.84 7668.20 7823.21 130.26 139.35
## Std.Dev 1.38 1410.67 1542.93 17.68 33.52
## Min 0.00 5300.00 5150.00 43.00 107.00
## Q1 0.00 6430.00 6450.00 123.00 123.00
## Median 3.00 7520.00 7650.00 130.00 133.50
## Q3 3.00 8870.00 8950.00 139.00 145.00
## Max 3.00 10400.00 10800.00 167.00 294.00
## MAD 0.00 1638.27 1853.25 10.38 15.57
## IQR 3.00 2335.00 2450.00 15.50 20.50
## CV 0.75 0.18 0.20 0.14 0.24
## Skewness -0.44 0.18 0.19 -2.11 3.44
## SE.Skewness 0.35 0.34 0.44 0.34 0.44
## Kurtosis -1.73 -1.13 -1.15 9.69 13.28
## N.Valid 45.00 50.00 28.00 50.00 28.00
## Pct.Valid 80.36 89.29 50.00 89.29 50.00
##
## Table: Table continues below
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##
##
## CPT_ml_0 CPT_PCT_0 CVF_.ml._1 CVF_.ml._2 CVF_.PCT._1 CVF_.PCT._2
## ----------------- ---------- ----------- ------------ ------------ ------------- -------------
## Mean 8044.55 137.24 2505.51 2314.29 76.96 71.75
## Std.Dev 1250.72 14.73 719.56 522.32 20.63 21.13
## Min 5400.00 106.70 1310.00 1480.00 38.00 40.00
## Q1 7095.00 127.00 2080.00 1900.00 60.80 55.00
## Median 8275.00 137.00 2470.00 2310.00 78.00 67.50
## Q3 8900.00 147.00 2980.00 2655.00 91.00 86.00
## Max 10111.00 184.00 5200.00 3600.00 129.00 108.00
## MAD 1430.71 14.83 637.52 518.91 25.20 22.24
## IQR 1792.50 19.50 900.00 722.50 30.20 29.50
## CV 0.16 0.11 0.29 0.23 0.27 0.29
## Skewness -0.23 0.54 0.93 0.50 0.24 0.24
## SE.Skewness 0.32 0.32 0.34 0.44 0.34 0.44
## Kurtosis -0.95 0.68 2.08 -0.42 -0.57 -1.18
## N.Valid 56.00 56.00 49.00 28.00 49.00 28.00
## Pct.Valid 100.00 100.00 87.50 50.00 87.50 50.00
##
## Table: Table continues below
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##
##
## CVF_ml_0 CVF_PCT_0 Délai.de.survenue.des.complications..jours.
## ----------------- ---------- ----------- ---------------------------------------------
## Mean 2133.35 63.69 7.50
## Std.Dev 621.67 17.79 12.10
## Min 1020.00 30.00 0.00
## Q1 1590.00 50.00 0.50
## Median 2180.00 64.00 1.00
## Q3 2590.00 77.00 10.00
## Max 3600.00 100.00 34.00
## MAD 726.47 20.76 1.48
## IQR 977.50 27.00 5.75
## CV 0.29 0.28 1.61
## Skewness 0.23 0.04 1.23
## SE.Skewness 0.32 0.33 0.56
## Kurtosis -0.70 -0.96 -0.30
## N.Valid 54.00 53.00 16.00
## Pct.Valid 96.43 94.64 28.57
##
## Table: Table continues below
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2 delais_retrait_valve_mois
## ----------------- ----------------------------------------------------- ---------------------------
## Mean 12.62 8.75
## Std.Dev 15.73 6.22
## Min 0.00 1.40
## Q1 2.00 4.33
## Median 6.00 7.03
## Q3 28.00 13.37
## Max 48.00 18.80
## MAD 8.90 8.05
## IQR 26.00 9.04
## CV 1.25 0.71
## Skewness 0.97 0.31
## SE.Skewness 0.62 0.62
## Kurtosis -0.60 -1.59
## N.Valid 13.00 13.00
## Pct.Valid 23.21 23.21
##
## Table: Table continues below
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##
##
## DLCO_PCT_0 Gain.TM6_2 Gain_CPT Gain_CPT_2 Gain_CVF_1 Gain_CVF_2
## ----------------- ------------ ------------ ---------- ------------ ------------ ------------
## Mean 32.35 30.62 -299.90 -228.75 447.12 306.04
## Std.Dev 7.90 105.38 594.02 650.60 666.42 677.84
## Min 18.00 -155.00 -1570.00 -1530.00 -870.00 -1230.00
## Q1 26.00 -72.00 -860.00 -810.00 -50.00 5.00
## Median 32.00 58.00 -220.50 -225.00 300.00 285.00
## Q3 37.00 118.00 190.00 293.00 840.00 720.00
## Max 55.00 187.00 1060.00 1060.00 2630.00 2060.00
## MAD 7.41 126.02 710.91 819.88 652.34 541.15
## IQR 10.50 190.00 1032.50 1091.50 890.00 697.50
## CV 0.24 3.44 -1.98 -2.84 1.49 2.21
## Skewness 0.48 -0.17 -0.13 -0.12 0.73 0.02
## SE.Skewness 0.33 0.50 0.34 0.44 0.34 0.44
## Kurtosis 0.07 -1.38 -0.79 -0.85 0.82 0.41
## N.Valid 51.00 21.00 50.00 28.00 49.00 28.00
## Pct.Valid 91.07 37.50 89.29 50.00 87.50 50.00
##
## Table: Table continues below
##
##
##
## Gain_TM6_1 Gain_VEMS_1 Gain_VEMS_2 Gain_VR_1 Gain_VR_2 IMC_1 IMC_2
## ----------------- ------------ ------------- ------------- ----------- ----------- ------- -------
## Mean 41.83 182.00 111.33 -704.60 -548.93 22.62 23.12
## Std.Dev 112.25 320.57 230.12 940.39 1138.85 3.77 4.43
## Min -230.00 -390.00 -500.00 -2620.00 -2910.00 14.00 14.00
## Q1 -18.50 -10.00 -60.00 -1270.00 -1300.00 20.00 20.50
## Median 52.50 180.00 125.00 -605.00 -490.00 22.70 23.00
## Q3 89.50 320.00 260.00 -130.00 45.00 25.00 25.50
## Max 442.00 1830.00 550.00 1960.00 2790.00 32.00 32.00
## MAD 69.68 229.80 237.22 837.67 1074.88 3.41 3.71
## IQR 107.00 327.50 297.50 1115.00 1322.50 4.82 5.00
## CV 2.68 1.76 2.07 -1.33 -2.07 0.17 0.19
## Skewness 0.48 2.48 -0.41 0.24 0.58 0.15 -0.02
## SE.Skewness 0.37 0.34 0.43 0.34 0.44 0.34 0.43
## Kurtosis 3.03 11.56 -0.04 0.07 0.83 0.08 -0.59
## N.Valid 40.00 50.00 30.00 50.00 28.00 50.00 29.00
## Pct.Valid 71.43 89.29 53.57 89.29 50.00 89.29 51.79
##
## Table: Table continues below
##
##
##
## mMRC_1 mMRC_2 Nbre_valves_posées PaCO2_.mmHg._0 PaO2_AA.mmHg._0 poids
## ----------------- -------- -------- -------------------- ---------------- ----------------- --------
## Mean 2.10 2.35 6.02 40.60 68.80 64.26
## Std.Dev 0.97 1.13 2.51 5.17 7.61 13.11
## Min 1.00 1.00 2.00 30.40 51.00 42.00
## Q1 1.00 1.00 4.00 37.20 65.00 53.00
## Median 2.00 2.00 6.00 41.00 68.55 62.50
## Q3 3.00 3.00 7.00 43.00 74.00 72.50
## Max 4.00 4.00 15.00 55.80 91.00 93.00
## MAD 1.48 1.48 2.97 4.23 6.82 14.08
## IQR 2.00 2.00 3.00 5.60 9.00 19.25
## CV 0.46 0.48 0.42 0.13 0.11 0.20
## Skewness 0.13 0.13 1.07 0.55 0.35 0.30
## SE.Skewness 0.37 0.46 0.32 0.34 0.34 0.32
## Kurtosis -1.40 -1.46 1.58 0.80 0.54 -0.81
## N.Valid 41.00 26.00 55.00 50.00 48.00 56.00
## Pct.Valid 73.21 46.43 98.21 89.29 85.71 100.00
##
## Table: Table continues below
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##
##
## pourc_perfusion_lobe_traité Score.MMRC_0 Stade_BPCO_GOLD_VEMS taille
## ----------------- ----------------------------- -------------- ---------------------- --------
## Mean 13.24 3.02 3.46 1.68
## Std.Dev 8.46 0.70 0.54 0.08
## Min 0.00 2.00 2.00 1.53
## Q1 7.00 3.00 3.00 1.61
## Median 13.00 3.00 3.00 1.69
## Q3 18.00 3.50 4.00 1.75
## Max 34.00 4.00 4.00 1.85
## MAD 8.38 0.00 0.74 0.08
## IQR 10.82 0.25 1.00 0.13
## CV 0.64 0.23 0.16 0.05
## Skewness 0.49 -0.02 -0.21 -0.11
## SE.Skewness 0.37 0.32 0.32 0.32
## Kurtosis -0.25 -1.00 -1.27 -0.94
## N.Valid 42.00 56.00 56.00 56.00
## Pct.Valid 75.00 100.00 100.00 100.00
##
## Table: Table continues below
##
##
##
## TM6_.m._0 TM6_.m._1 TM6_.m._2 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0
## ----------------- ----------- ----------- ----------- ----------------------- --------------------
## Mean 324.43 390.38 406.00 83.06 7.14
## Std.Dev 132.06 115.25 148.65 6.59 1.71
## Min 60.00 160.00 28.00 63.00 3.00
## Q1 252.00 312.00 339.00 79.00 6.00
## Median 321.00 398.50 393.00 83.00 7.25
## Q3 410.00 471.50 480.00 89.00 8.00
## Max 568.00 630.00 660.00 95.00 10.00
## MAD 130.47 111.94 114.16 7.41 1.85
## IQR 157.75 157.75 141.00 9.75 2.00
## CV 0.41 0.30 0.37 0.08 0.24
## Skewness -0.18 -0.08 -0.43 -0.36 -0.34
## SE.Skewness 0.32 0.37 0.50 0.32 0.32
## Kurtosis -0.68 -0.48 0.08 -0.09 -0.75
## N.Valid 54.00 40.00 21.00 54.00 54.00
## Pct.Valid 96.43 71.43 37.50 96.43 96.43
##
## Table: Table continues below
##
##
##
## TM6_.score.borg._1 TM6_.score.borg._2 TM6_sat_.PCT._1 TM6_sat_.PCT._2
## ----------------- -------------------- -------------------- ----------------- -----------------
## Mean 6.04 7.12 83.05 83.67
## Std.Dev 1.73 1.83 5.56 5.95
## Min 2.50 2.00 70.00 69.00
## Q1 5.00 6.00 79.00 80.00
## Median 6.00 8.00 84.00 82.00
## Q3 8.00 8.25 86.50 88.00
## Max 9.00 9.00 92.00 94.00
## MAD 2.22 1.48 6.67 5.93
## IQR 3.00 1.62 6.75 8.00
## CV 0.29 0.26 0.07 0.07
## Skewness -0.12 -1.18 -0.27 -0.27
## SE.Skewness 0.37 0.51 0.37 0.50
## Kurtosis -0.99 0.67 -0.47 -0.31
## N.Valid 40.00 20.00 40.00 21.00
## Pct.Valid 71.43 35.71 71.43 37.50
##
## Table: Table continues below
##
##
##
## VEMS._mL_0 VEMS_.ml._1 VEMS_.ml._2 VEMS_.PCT._1 VEMS_.PCT._2
## ----------------- ------------ ------------- ------------- -------------- --------------
## Mean 841.07 1036.20 957.00 38.45 35.50
## Std.Dev 228.38 382.68 318.38 12.17 12.02
## Min 400.00 500.00 490.00 21.00 17.00
## Q1 700.00 800.00 700.00 30.00 26.50
## Median 820.00 945.00 960.00 36.00 36.00
## Q3 995.00 1200.00 1100.00 44.00 41.00
## Max 1500.00 2630.00 1900.00 76.00 59.00
## MAD 177.91 274.28 259.46 10.38 11.12
## IQR 292.50 397.50 375.00 13.25 14.25
## CV 0.27 0.37 0.33 0.32 0.34
## Skewness 0.56 1.73 0.57 0.81 0.37
## SE.Skewness 0.32 0.34 0.43 0.34 0.44
## Kurtosis 0.60 4.41 0.55 0.33 -0.78
## N.Valid 56.00 50.00 30.00 50.00 28.00
## Pct.Valid 100.00 89.29 53.57 89.29 50.00
##
## Table: Table continues below
##
##
##
## VEMS_PCT_0 VR..ml._1 VR..PCT._1 VR_.ml._2 VR_.PCT._2 VR_CPT_0
## ----------------- ------------ ----------- ------------ ----------- ------------ ----------
## Mean 31.11 4810.20 221.06 5054.29 221.61 70.94
## Std.Dev 8.80 1270.41 41.70 1530.83 55.25 15.70
## Min 14.00 2100.00 137.00 2860.00 88.00 54.00
## Q1 24.00 4000.00 187.00 3845.00 180.50 63.00
## Median 31.50 4705.00 217.50 4810.00 211.00 68.50
## Q3 36.00 5540.00 246.00 6195.00 259.00 76.00
## Max 57.00 8660.00 313.00 8900.00 334.00 172.00
## MAD 9.64 1104.54 43.74 1816.18 61.53 9.64
## IQR 12.00 1512.50 58.00 2200.00 77.75 13.00
## CV 0.28 0.26 0.19 0.30 0.25 0.22
## Skewness 0.43 0.43 0.32 0.50 -0.04 4.71
## SE.Skewness 0.32 0.34 0.34 0.44 0.44 0.32
## Kurtosis -0.06 0.41 -0.56 -0.54 -0.45 27.82
## N.Valid 56.00 50.00 50.00 28.00 28.00 56.00
## Pct.Valid 100.00 89.29 89.29 50.00 50.00 100.00
##
## Table: Table continues below
##
##
##
## VR_ml_0 VR_PCT_0
## ----------------- --------- ----------
## Mean 5586.43 258.52
## Std.Dev 1144.12 43.76
## Min 3300.00 190.00
## Q1 4700.00 230.00
## Median 5500.00 248.50
## Q3 6560.00 289.00
## Max 7870.00 400.00
## MAD 1260.21 40.03
## IQR 1840.00 59.00
## CV 0.20 0.17
## Skewness 0.19 0.84
## SE.Skewness 0.32 0.32
## Kurtosis -0.93 0.46
## N.Valid 56.00 56.00
## Pct.Valid 100.00 100.00NoValves_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/NoValves_total.csv", stringsAsFactors=TRUE)summarytools::descr(NoValves_total,na.rm = TRUE)## Descriptive Statistics
## NoValves_total
## N: 135
##
## age_Cs_initiale BMI BODE_calcul_0 CPT_ml_0 CPT_PCT_0 CVF_ml_0
## ----------------- ----------------- -------- --------------- ---------- ----------- ----------
## Mean 62.57 23.24 5.62 7301.67 130.84 2372.41
## Std.Dev 8.73 4.50 2.07 1970.62 20.16 878.50
## Min 44.71 14.84 0.00 10.00 69.00 950.00
## Q1 55.87 20.05 4.00 6200.00 117.50 1730.00
## Median 63.30 22.81 6.00 7400.00 132.00 2205.00
## Q3 69.75 25.77 7.00 8640.00 143.50 2910.00
## Max 82.24 40.04 10.00 11000.00 179.00 5000.00
## MAD 10.01 4.12 1.48 1779.12 19.27 882.15
## IQR 13.40 5.69 3.00 2415.00 25.50 1175.00
## CV 0.14 0.19 0.37 0.27 0.15 0.37
## Skewness -0.04 0.83 -0.13 -1.23 -0.25 0.73
## SE.Skewness 0.21 0.22 0.24 0.23 0.23 0.23
## Kurtosis -0.83 1.23 0.08 3.00 0.14 0.00
## N.Valid 135.00 124.00 104.00 108.00 112.00 112.00
## Pct.Valid 100.00 91.85 77.04 80.00 82.96 82.96
##
## Table: Table continues below
##
##
##
## CVF_PCT_0 DLCO_PCT_0 Nbre.de.raison Nbre_valves_posées PaCO2_.mmHg._0
## ----------------- ----------- ------------ ---------------- -------------------- ----------------
## Mean 70.77 35.39 1.84 0.00 39.29
## Std.Dev 21.18 12.29 0.86 0.00 6.13
## Min 35.00 17.00 1.00 0.00 28.50
## Q1 54.00 27.00 1.00 0.00 35.00
## Median 68.00 33.50 2.00 0.00 38.00
## Q3 85.00 41.00 2.00 0.00 42.50
## Max 135.00 89.00 4.00 0.00 59.00
## MAD 23.72 9.64 1.48 0.00 4.45
## IQR 31.00 14.00 1.00 0.00 7.35
## CV 0.30 0.35 0.47 NaN 0.16
## Skewness 0.62 1.44 0.67 NaN 0.80
## SE.Skewness 0.23 0.24 0.21 0.21 0.25
## Kurtosis -0.07 3.17 -0.50 NaN 0.43
## N.Valid 115.00 100.00 134.00 131.00 95.00
## Pct.Valid 85.19 74.07 99.26 97.04 70.37
##
## Table: Table continues below
##
##
##
## PaO2_AA.mmHg._0 poids pourc_perfusion_lobe_traité Score.MMRC_0
## ----------------- ----------------- -------- ----------------------------- --------------
## Mean 67.19 66.25 10.93 2.68
## Std.Dev 10.25 14.83 9.25 0.93
## Min 35.00 38.00 1.00 0.00
## Q1 62.00 57.00 3.00 2.00
## Median 67.90 65.00 10.30 3.00
## Q3 73.00 74.00 14.50 3.00
## Max 90.00 120.00 38.00 4.00
## MAD 8.75 11.86 9.34 1.48
## IQR 11.00 16.75 11.50 1.00
## CV 0.15 0.22 0.85 0.35
## Skewness -0.19 0.84 1.11 -0.47
## SE.Skewness 0.25 0.22 0.50 0.22
## Kurtosis 0.42 1.68 1.12 -0.14
## N.Valid 91.00 122.00 21.00 123.00
## Pct.Valid 67.41 90.37 15.56 91.11
##
## Table: Table continues below
##
##
##
## Stade_BPCO_GOLD_VEMS taille TM6_.m._0 TM6_.nadir.sat.PCT._0
## ----------------- ---------------------- -------- ----------- -----------------------
## Mean 3.27 1.68 322.37 83.18
## Std.Dev 0.71 0.08 156.54 7.92
## Min 1.00 1.50 0.00 38.00
## Q1 3.00 1.61 217.00 79.00
## Median 3.00 1.69 336.00 84.00
## Q3 4.00 1.75 460.00 89.00
## Max 4.00 1.90 650.00 95.00
## MAD 1.48 0.10 180.14 7.41
## IQR 1.00 0.14 239.25 9.75
## CV 0.22 0.05 0.49 0.10
## Skewness -0.69 0.10 -0.17 -1.95
## SE.Skewness 0.21 0.22 0.23 0.23
## Kurtosis 0.15 -0.80 -0.89 8.41
## N.Valid 135.00 122.00 106.00 106.00
## Pct.Valid 100.00 90.37 78.52 78.52
##
## Table: Table continues below
##
##
##
## TM6_.score.Borg._0 VEMS._mL_0 VEMS_PCT_0 VR_CPT_0 VR_ml_0
## ----------------- -------------------- ------------ ------------ ---------- ---------
## Mean 6.65 996.81 35.78 62.68 4825.28
## Std.Dev 2.21 429.94 13.62 11.65 1392.20
## Min 0.00 400.00 13.00 20.00 1810.00
## Q1 5.00 680.00 27.00 56.00 3900.00
## Median 7.00 900.00 33.00 63.00 4760.00
## Q3 8.00 1200.00 42.00 71.00 5890.00
## Max 10.00 2400.00 92.00 86.00 9800.00
## MAD 2.22 370.65 11.86 10.38 1415.88
## IQR 3.00 510.00 15.00 15.00 1967.50
## CV 0.33 0.43 0.38 0.19 0.29
## Skewness -0.57 1.20 1.22 -0.71 0.22
## SE.Skewness 0.24 0.22 0.21 0.23 0.23
## Kurtosis -0.19 1.06 2.10 0.93 0.58
## N.Valid 101.00 119.00 133.00 107.00 106.00
## Pct.Valid 74.81 88.15 98.52 79.26 78.52Groupe1_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_1/Groupe1_total.csv", stringsAsFactors=TRUE)summarytools::descr(Groupe1_total,na.rm = TRUE)## Descriptive Statistics
## Groupe1_total
## N: 42
##
## age_Cs_initiale BMI BODE.calculé_1 BODE_calcul_0 calcul.bode_2
## ----------------- ----------------- ------- ---------------- --------------- ---------------
## Mean 61.62 22.98 4.50 5.54 4.62
## Std.Dev 8.63 4.50 1.74 1.59 2.13
## Min 46.38 14.20 2.00 2.00 2.00
## Q1 54.57 19.79 3.00 5.00 2.50
## Median 62.62 22.43 4.00 5.00 5.00
## Q3 69.24 25.25 6.00 6.00 6.00
## Max 81.12 40.04 8.00 10.00 8.00
## MAD 11.04 3.97 2.22 1.48 2.22
## IQR 14.45 5.46 2.75 1.00 3.25
## CV 0.14 0.20 0.39 0.29 0.46
## Skewness 0.00 1.19 0.24 0.61 0.04
## SE.Skewness 0.37 0.37 0.60 0.38 0.75
## Kurtosis -1.16 3.04 -1.00 0.92 -1.56
## N.Valid 42.00 41.00 14.00 39.00 8.00
## Pct.Valid 100.00 97.62 33.33 92.86 19.05
##
## Table: Table continues below
##
##
##
## Calcul_BODE_TM6_2 CPT_.ml._1 CPT_.ml._2 CPT_.PCT._1 CPT_.PCT._2
## ----------------- ------------------- ------------ ------------ ------------- -------------
## Mean 1.88 8291.18 8359.09 130.42 142.43
## Std.Dev 1.32 1343.90 1592.15 11.73 52.09
## Min 0.00 5640.00 5730.00 106.00 107.00
## Q1 1.00 7330.00 7430.00 124.00 114.00
## Median 3.00 8420.00 8560.00 133.00 130.00
## Q3 3.00 9100.00 9600.00 137.00 143.00
## Max 3.00 10400.00 10800.00 152.00 294.00
## MAD 0.00 1601.21 1541.90 11.86 19.27
## IQR 2.00 1770.00 1735.00 13.00 21.50
## CV 0.70 0.16 0.19 0.09 0.37
## Skewness -0.42 -0.24 -0.11 -0.28 2.17
## SE.Skewness 0.55 0.55 0.66 0.55 0.66
## Kurtosis -1.71 -1.05 -1.23 -0.66 3.56
## N.Valid 17.00 17.00 11.00 17.00 11.00
## Pct.Valid 40.48 40.48 26.19 40.48 26.19
##
## Table: Table continues below
##
##
##
## CPT_ml_0 CPT_PCT_0 CVF_.ml._1 CVF_.ml._2 CVF_.PCT._1 CVF_.PCT._2
## ----------------- ---------- ----------- ------------ ------------ ------------- -------------
## Mean 7906.44 131.06 2561.18 2281.82 68.41 59.73
## Std.Dev 1890.82 16.18 637.32 662.79 13.15 12.92
## Min 60.00 87.00 1430.00 1630.00 44.00 40.00
## Q1 7040.00 121.00 2230.00 1710.00 60.80 48.00
## Median 8160.00 133.00 2500.00 2140.00 69.00 58.00
## Q3 9200.00 142.00 3160.00 2710.00 79.00 68.00
## Max 11000.00 159.00 3520.00 3600.00 91.00 83.00
## MAD 1660.51 17.05 978.52 637.52 14.08 14.83
## IQR 2160.00 20.75 930.00 835.00 18.20 17.50
## CV 0.24 0.12 0.25 0.29 0.19 0.22
## Skewness -1.64 -0.39 -0.15 0.78 -0.23 0.20
## SE.Skewness 0.37 0.37 0.55 0.66 0.55 0.66
## Kurtosis 4.93 -0.40 -1.29 -0.88 -1.10 -1.22
## N.Valid 41.00 42.00 17.00 11.00 17.00 11.00
## Pct.Valid 97.62 100.00 40.48 26.19 40.48 26.19
##
## Table: Table continues below
##
##
##
## CVF_ml_0 CVF_PCT_0 Délai.de.survenue.des.complications..jours.
## ----------------- ---------- ----------- ---------------------------------------------
## Mean 2485.13 68.47 14.75
## Std.Dev 856.52 17.85 15.92
## Min 1210.00 37.50 1.00
## Q1 1730.00 54.00 1.00
## Median 2510.00 70.00 14.00
## Q3 3070.00 85.00 28.50
## Max 4480.00 103.00 30.00
## MAD 978.52 22.24 19.27
## IQR 1275.00 31.00 26.75
## CV 0.34 0.26 1.08
## Skewness 0.37 -0.02 0.01
## SE.Skewness 0.38 0.39 1.01
## Kurtosis -0.60 -1.07 -2.42
## N.Valid 39.00 37.00 4.00
## Pct.Valid 92.86 88.10 9.52
##
## Table: Table continues below
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2 delais_retrait_valve_mois
## ----------------- ----------------------------------------------------- ---------------------------
## Mean 14.67 10.69
## Std.Dev 19.25 4.97
## Min 0.00 5.17
## Q1 2.00 6.75
## Median 5.00 10.55
## Q3 28.00 14.63
## Max 48.00 16.50
## MAD 5.93 5.63
## IQR 20.00 6.16
## CV 1.31 0.46
## Skewness 0.76 0.05
## SE.Skewness 0.85 1.01
## Kurtosis -1.35 -2.13
## N.Valid 6.00 4.00
## Pct.Valid 14.29 9.52
##
## Table: Table continues below
##
##
##
## DLCO_PCT_0 Gain.TM6_2 Gain_CPT Gain_CPT_2 Gain_CVF_1 Gain_CVF_2
## ----------------- ------------ ------------ ---------- ------------ ------------ ------------
## Mean 33.35 19.50 -76.71 -66.73 408.24 197.27
## Std.Dev 6.82 100.72 649.98 675.13 785.90 954.37
## Min 22.00 -136.00 -1530.00 -1020.00 -870.00 -1230.00
## Q1 29.00 -56.50 -320.00 -820.00 70.00 -770.00
## Median 33.00 30.00 140.00 20.00 210.00 250.00
## Q3 37.00 112.50 260.00 560.00 700.00 910.00
## Max 55.00 120.00 1060.00 1060.00 2630.00 2060.00
## MAD 5.93 122.31 355.82 800.60 652.34 978.52
## IQR 8.00 154.50 580.00 1043.00 630.00 1070.00
## CV 0.20 5.17 -8.47 -10.12 1.93 4.84
## Skewness 0.93 -0.25 -0.61 0.05 1.09 0.30
## SE.Skewness 0.39 0.75 0.55 0.66 0.55 0.66
## Kurtosis 1.13 -1.82 -0.40 -1.44 1.40 -0.89
## N.Valid 37.00 8.00 17.00 11.00 17.00 11.00
## Pct.Valid 88.10 19.05 40.48 26.19 40.48 26.19
##
## Table: Table continues below
##
##
##
## Gain_TM6_1 Gain_VEMS_1 Gain_VEMS_2 Gain_VR_1 Gain_VR_2 IMC_1 IMC_2
## ----------------- ------------ ------------- ------------- ----------- ----------- ------- -------
## Mean 12.00 218.82 78.33 -249.41 -231.82 22.89 22.99
## Std.Dev 95.93 479.16 324.76 1131.88 1522.12 4.50 5.39
## Min -219.00 -320.00 -500.00 -2380.00 -2910.00 14.00 14.00
## Q1 -20.00 -10.00 -155.00 -1110.00 -1300.00 21.00 18.50
## Median 23.50 100.00 35.00 -160.00 -180.00 24.00 23.00
## Q3 69.00 370.00 390.00 420.00 780.00 25.00 27.00
## Max 180.00 1830.00 550.00 1960.00 2790.00 31.00 31.00
## MAD 65.98 281.69 378.06 1186.08 1423.30 4.30 5.93
## IQR 78.25 380.00 522.50 1530.00 1875.00 4.00 6.15
## CV 7.99 2.19 4.15 -4.54 -6.57 0.20 0.23
## Skewness -0.73 2.10 -0.11 -0.03 0.20 -0.25 -0.28
## SE.Skewness 0.60 0.55 0.64 0.55 0.66 0.55 0.66
## Kurtosis 0.41 4.69 -1.39 -0.81 -0.59 -0.64 -1.23
## N.Valid 14.00 17.00 12.00 17.00 11.00 17.00 11.00
## Pct.Valid 33.33 40.48 28.57 40.48 26.19 40.48 26.19
##
## Table: Table continues below
##
##
##
## mMRC_1 mMRC_2 Nbre.de.raison Nbre_valves_posées PaCO2_.mmHg._0
## ----------------- -------- -------- ---------------- -------------------- ----------------
## Mean 2.12 2.73 1.75 2.95 39.32
## Std.Dev 1.02 1.10 0.90 3.79 5.65
## Min 1.00 1.00 1.00 0.00 28.50
## Q1 1.00 2.00 1.00 0.00 35.70
## Median 2.00 3.00 1.50 0.00 38.30
## Q3 3.00 4.00 2.00 6.00 42.00
## Max 4.00 4.00 4.00 15.00 57.00
## MAD 1.48 1.48 0.74 0.00 4.00
## IQR 2.00 1.50 1.00 6.00 5.65
## CV 0.48 0.40 0.51 1.28 0.14
## Skewness 0.12 -0.33 0.82 0.95 0.84
## SE.Skewness 0.56 0.66 0.47 0.37 0.40
## Kurtosis -1.56 -1.39 -0.47 0.24 1.32
## N.Valid 16.00 11.00 24.00 42.00 35.00
## Pct.Valid 38.10 26.19 57.14 100.00 83.33
##
## Table: Table continues below
##
##
##
## PaO2_AA.mmHg._0 poids pourc_perfusion_lobe_traité Score.MMRC_0
## ----------------- ----------------- -------- ----------------------------- --------------
## Mean 68.79 67.78 9.15 2.85
## Std.Dev 10.46 15.16 7.21 0.79
## Min 45.00 42.00 1.00 1.00
## Q1 65.00 59.00 1.70 2.00
## Median 68.00 65.00 8.00 3.00
## Q3 76.00 78.00 16.00 3.00
## Max 91.00 109.00 20.00 4.00
## MAD 8.90 13.34 9.34 0.00
## IQR 11.00 19.00 13.15 1.00
## CV 0.15 0.22 0.79 0.28
## Skewness -0.05 0.44 0.20 -0.34
## SE.Skewness 0.41 0.37 0.64 0.37
## Kurtosis -0.21 -0.04 -1.72 -0.36
## N.Valid 33.00 41.00 12.00 41.00
## Pct.Valid 78.57 97.62 28.57 97.62
##
## Table: Table continues below
##
##
##
## Stade_BPCO_GOLD_VEMS taille TM6_.m._0 TM6_.m._1 TM6_.m._2
## ----------------- ---------------------- -------- ----------- ----------- -----------
## Mean 3.29 1.71 345.33 347.29 389.12
## Std.Dev 0.64 0.09 126.55 121.78 131.65
## Min 2.00 1.51 120.00 180.00 219.00
## Q1 3.00 1.67 258.00 265.00 308.00
## Median 3.00 1.72 325.00 329.00 349.50
## Q3 4.00 1.78 417.00 420.00 473.00
## Max 4.00 1.84 585.00 630.00 633.00
## MAD 0.00 0.09 99.33 106.01 120.83
## IQR 1.00 0.11 144.50 141.75 141.00
## CV 0.19 0.05 0.37 0.35 0.34
## Skewness -0.29 -0.61 0.31 0.70 0.53
## SE.Skewness 0.37 0.37 0.38 0.60 0.75
## Kurtosis -0.78 -0.52 -0.71 -0.25 -1.06
## N.Valid 42.00 41.00 39.00 14.00 8.00
## Pct.Valid 100.00 97.62 92.86 33.33 19.05
##
## Table: Table continues below
##
##
##
## TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 TM6_.score.borg._1
## ----------------- ----------------------- -------------------- --------------------
## Mean 82.31 7.03 6.89
## Std.Dev 7.92 2.03 1.86
## Min 62.00 1.00 2.50
## Q1 76.00 6.00 6.00
## Median 83.00 8.00 8.00
## Q3 89.00 8.50 8.00
## Max 95.00 10.00 9.00
## MAD 8.90 1.48 1.48
## IQR 10.50 2.50 2.00
## CV 0.10 0.29 0.27
## Skewness -0.78 -0.92 -0.81
## SE.Skewness 0.38 0.38 0.60
## Kurtosis 0.21 0.24 -0.34
## N.Valid 39.00 39.00 14.00
## Pct.Valid 92.86 92.86 33.33
##
## Table: Table continues below
##
##
##
## TM6_.score.borg._2 TM6_sat_.PCT._1 TM6_sat_.PCT._2 VEMS._mL_0
## ----------------- -------------------- ----------------- ----------------- ------------
## Mean 7.19 83.64 83.00 1015.12
## Std.Dev 1.85 6.21 5.83 420.67
## Min 5.00 74.00 77.00 430.00
## Q1 5.00 78.00 80.00 760.00
## Median 8.00 83.50 80.50 900.00
## Q3 8.75 89.00 86.00 1200.00
## Max 9.00 92.00 94.00 2360.00
## MAD 1.48 8.15 1.48 296.52
## IQR 3.62 10.75 4.00 440.00
## CV 0.26 0.07 0.07 0.41
## Skewness -0.32 -0.09 0.86 1.38
## SE.Skewness 0.75 0.60 0.75 0.37
## Kurtosis -2.00 -1.70 -0.99 1.73
## N.Valid 8.00 14.00 8.00 41.00
## Pct.Valid 19.05 33.33 19.05 97.62
##
## Table: Table continues below
##
##
##
## VEMS_.ml._1 VEMS_.ml._2 VEMS_.PCT._1 VEMS_.PCT._2 VEMS_PCT_0 VR..ml._1
## ----------------- ------------- ------------- -------------- -------------- ------------ -----------
## Mean 1090.59 950.83 35.09 30.36 33.96 5608.82
## Std.Dev 507.52 402.86 10.50 10.05 11.89 1272.39
## Min 520.00 490.00 21.00 17.00 19.00 3870.00
## Q1 800.00 625.00 27.60 20.00 25.00 4600.00
## Median 900.00 1000.00 36.00 30.00 33.00 5540.00
## Q3 1220.00 1095.00 42.00 38.00 38.00 6400.00
## Max 2630.00 1900.00 60.00 48.00 70.00 8660.00
## MAD 385.48 444.78 10.38 11.86 8.90 1393.64
## IQR 420.00 455.00 14.40 16.50 12.50 1800.00
## CV 0.47 0.42 0.30 0.33 0.35 0.23
## Skewness 1.63 0.80 0.47 0.20 1.37 0.62
## SE.Skewness 0.55 0.64 0.55 0.66 0.37 0.55
## Kurtosis 2.45 -0.02 -0.36 -1.40 1.74 -0.45
## N.Valid 17.00 12.00 17.00 11.00 42.00 17.00
## Pct.Valid 40.48 28.57 40.48 26.19 100.00 40.48
##
## Table: Table continues below
##
##
##
## VR..PCT._1 VR_.ml._2 VR_.PCT._2 VR_CPT_0 VR_ml_0 VR_PCT_0
## ----------------- ------------ ----------- ------------ ---------- --------- ----------
## Mean 239.47 5632.73 240.00 65.29 5297.56 241.33
## Std.Dev 41.46 1703.87 54.19 10.74 1304.22 61.57
## Min 173.00 3600.00 179.00 35.00 1840.00 73.00
## Q1 217.00 4150.00 189.00 60.50 4300.00 214.00
## Median 234.00 5500.00 245.00 63.50 5310.00 238.00
## Q3 262.00 6880.00 289.00 72.65 6110.00 263.00
## Max 310.00 8900.00 334.00 86.00 7870.00 400.00
## MAD 38.55 2001.51 74.13 9.64 1319.51 37.06
## IQR 45.00 2435.00 91.00 11.33 1810.00 48.50
## CV 0.17 0.30 0.23 0.16 0.25 0.26
## Skewness 0.10 0.45 0.25 -0.41 -0.21 0.34
## SE.Skewness 0.55 0.66 0.66 0.37 0.37 0.37
## Kurtosis -1.14 -1.23 -1.59 0.33 -0.41 1.00
## N.Valid 17.00 11.00 11.00 40.00 41.00 42.00
## Pct.Valid 40.48 26.19 26.19 95.24 97.62 100.00Groupe1_Valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_1/Groupe1_Valves.csv", stringsAsFactors=TRUE)
G1_V<-Groupe1_Valvessummarytools::descr(G1_V,na.rm = TRUE)## Descriptive Statistics
## G1_V
## N: 18
##
## age_Cs_initiale BMI BODE.calculé_1 BODE_calcul_0 calcul.bode_2
## ----------------- ----------------- -------- ---------------- --------------- ---------------
## Mean 60.78 23.04 4.50 5.76 4.62
## Std.Dev 7.89 4.32 1.74 1.60 2.13
## Min 48.83 14.20 2.00 3.00 2.00
## Q1 54.26 20.42 3.00 5.00 2.50
## Median 58.57 23.34 4.00 5.00 5.00
## Q3 68.11 26.42 6.00 7.00 6.00
## Max 71.58 29.35 8.00 9.00 8.00
## MAD 12.22 4.45 2.22 1.48 2.22
## IQR 13.33 5.69 2.75 2.00 3.25
## CV 0.13 0.19 0.39 0.28 0.46
## Skewness -0.06 -0.31 0.24 0.62 0.04
## SE.Skewness 0.54 0.54 0.60 0.55 0.75
## Kurtosis -1.65 -0.95 -1.00 -0.35 -1.56
## N.Valid 18.00 18.00 14.00 17.00 8.00
## Pct.Valid 100.00 100.00 77.78 94.44 44.44
##
## Table: Table continues below
##
##
##
## Calcul_BODE_TM6_2 CPT_.ml._1 CPT_.ml._2 CPT_.PCT._1 CPT_.PCT._2
## ----------------- ------------------- ------------ ------------ ------------- -------------
## Mean 1.88 8291.18 8359.09 130.42 142.43
## Std.Dev 1.32 1343.90 1592.15 11.73 52.09
## Min 0.00 5640.00 5730.00 106.00 107.00
## Q1 1.00 7330.00 7430.00 124.00 114.00
## Median 3.00 8420.00 8560.00 133.00 130.00
## Q3 3.00 9100.00 9600.00 137.00 143.00
## Max 3.00 10400.00 10800.00 152.00 294.00
## MAD 0.00 1601.21 1541.90 11.86 19.27
## IQR 2.00 1770.00 1735.00 13.00 21.50
## CV 0.70 0.16 0.19 0.09 0.37
## Skewness -0.42 -0.24 -0.11 -0.28 2.17
## SE.Skewness 0.55 0.55 0.66 0.55 0.66
## Kurtosis -1.71 -1.05 -1.23 -0.66 3.56
## N.Valid 17.00 17.00 11.00 17.00 11.00
## Pct.Valid 94.44 94.44 61.11 94.44 61.11
##
## Table: Table continues below
##
##
##
## CPT_ml_0 CPT_PCT_0 CVF_.ml._1 CVF_.ml._2 CVF_.PCT._1 CVF_.PCT._2
## ----------------- ---------- ----------- ------------ ------------ ------------- -------------
## Mean 8321.33 131.15 2561.18 2281.82 68.41 59.73
## Std.Dev 1248.76 13.33 637.32 662.79 13.15 12.92
## Min 5650.00 106.70 1430.00 1630.00 44.00 40.00
## Q1 7530.00 122.00 2230.00 1710.00 60.80 48.00
## Median 8315.00 133.00 2500.00 2140.00 69.00 58.00
## Q3 9740.00 140.00 3160.00 2710.00 79.00 68.00
## Max 10000.00 150.00 3520.00 3600.00 91.00 83.00
## MAD 1334.34 12.60 978.52 637.52 14.08 14.83
## IQR 1925.00 16.75 930.00 835.00 18.20 17.50
## CV 0.15 0.10 0.25 0.29 0.19 0.22
## Skewness -0.32 -0.25 -0.15 0.78 -0.23 0.20
## SE.Skewness 0.54 0.54 0.55 0.66 0.55 0.66
## Kurtosis -0.77 -1.07 -1.29 -0.88 -1.10 -1.22
## N.Valid 18.00 18.00 17.00 11.00 17.00 11.00
## Pct.Valid 100.00 100.00 94.44 61.11 94.44 61.11
##
## Table: Table continues below
##
##
##
## CVF_ml_0 CVF_PCT_0 Délai.de.survenue.des.complications..jours.
## ----------------- ---------- ----------- ---------------------------------------------
## Mean 2284.71 61.33 14.75
## Std.Dev 623.82 15.91 15.92
## Min 1230.00 38.00 1.00
## Q1 1730.00 48.80 1.00
## Median 2240.00 58.00 14.00
## Q3 2730.00 73.85 28.50
## Max 3230.00 85.00 30.00
## MAD 756.13 19.79 19.27
## IQR 1000.00 23.88 26.75
## CV 0.27 0.26 1.08
## Skewness -0.11 0.08 0.01
## SE.Skewness 0.55 0.56 1.01
## Kurtosis -1.31 -1.50 -2.42
## N.Valid 17.00 16.00 4.00
## Pct.Valid 94.44 88.89 22.22
##
## Table: Table continues below
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2 delais_retrait_valve_mois
## ----------------- ----------------------------------------------------- ---------------------------
## Mean 14.67 10.69
## Std.Dev 19.25 4.97
## Min 0.00 5.17
## Q1 2.00 6.75
## Median 5.00 10.55
## Q3 28.00 14.63
## Max 48.00 16.50
## MAD 5.93 5.63
## IQR 20.00 6.16
## CV 1.31 0.46
## Skewness 0.76 0.05
## SE.Skewness 0.85 1.01
## Kurtosis -1.35 -2.13
## N.Valid 6.00 4.00
## Pct.Valid 33.33 22.22
##
## Table: Table continues below
##
##
##
## DLCO_PCT_0 Gain.TM6_2 Gain_CPT Gain_CPT_2 Gain_CVF_1 Gain_CVF_2
## ----------------- ------------ ------------ ---------- ------------ ------------ ------------
## Mean 34.50 19.50 -76.71 -66.73 408.24 197.27
## Std.Dev 8.38 100.72 649.98 675.13 785.90 954.37
## Min 22.00 -136.00 -1530.00 -1020.00 -870.00 -1230.00
## Q1 29.50 -56.50 -320.00 -820.00 70.00 -770.00
## Median 33.00 30.00 140.00 20.00 210.00 250.00
## Q3 38.00 112.50 260.00 560.00 700.00 910.00
## Max 55.00 120.00 1060.00 1060.00 2630.00 2060.00
## MAD 6.67 122.31 355.82 800.60 652.34 978.52
## IQR 8.25 154.50 580.00 1043.00 630.00 1070.00
## CV 0.24 5.17 -8.47 -10.12 1.93 4.84
## Skewness 0.78 -0.25 -0.61 0.05 1.09 0.30
## SE.Skewness 0.56 0.75 0.55 0.66 0.55 0.66
## Kurtosis 0.10 -1.82 -0.40 -1.44 1.40 -0.89
## N.Valid 16.00 8.00 17.00 11.00 17.00 11.00
## Pct.Valid 88.89 44.44 94.44 61.11 94.44 61.11
##
## Table: Table continues below
##
##
##
## Gain_TM6_1 Gain_VEMS_1 Gain_VEMS_2 Gain_VR_1 Gain_VR_2 IMC_1 IMC_2
## ----------------- ------------ ------------- ------------- ----------- ----------- ------- -------
## Mean 12.00 218.82 78.33 -249.41 -231.82 22.89 22.99
## Std.Dev 95.93 479.16 324.76 1131.88 1522.12 4.50 5.39
## Min -219.00 -320.00 -500.00 -2380.00 -2910.00 14.00 14.00
## Q1 -20.00 -10.00 -155.00 -1110.00 -1300.00 21.00 18.50
## Median 23.50 100.00 35.00 -160.00 -180.00 24.00 23.00
## Q3 69.00 370.00 390.00 420.00 780.00 25.00 27.00
## Max 180.00 1830.00 550.00 1960.00 2790.00 31.00 31.00
## MAD 65.98 281.69 378.06 1186.08 1423.30 4.30 5.93
## IQR 78.25 380.00 522.50 1530.00 1875.00 4.00 6.15
## CV 7.99 2.19 4.15 -4.54 -6.57 0.20 0.23
## Skewness -0.73 2.10 -0.11 -0.03 0.20 -0.25 -0.28
## SE.Skewness 0.60 0.55 0.64 0.55 0.66 0.55 0.66
## Kurtosis 0.41 4.69 -1.39 -0.81 -0.59 -0.64 -1.23
## N.Valid 14.00 17.00 12.00 17.00 11.00 17.00 11.00
## Pct.Valid 77.78 94.44 66.67 94.44 61.11 94.44 61.11
##
## Table: Table continues below
##
##
##
## mMRC_1 mMRC_2 Nbre_valves_posées PaCO2_.mmHg._0 PaO2_AA.mmHg._0 poids
## ----------------- -------- -------- -------------------- ---------------- ----------------- --------
## Mean 2.12 2.73 6.89 40.30 69.52 68.06
## Std.Dev 1.02 1.10 2.42 4.22 9.87 14.65
## Min 1.00 1.00 5.00 34.00 51.00 42.00
## Q1 1.00 2.00 5.00 37.00 65.00 59.00
## Median 2.00 3.00 6.00 41.00 68.00 70.00
## Q3 3.00 4.00 8.00 42.00 76.00 80.00
## Max 4.00 4.00 15.00 48.00 91.00 93.00
## MAD 1.48 1.48 1.48 4.23 11.56 16.31
## IQR 2.00 1.50 2.50 4.50 11.00 19.50
## CV 0.48 0.40 0.35 0.10 0.14 0.22
## Skewness 0.12 -0.33 2.02 0.14 0.24 -0.03
## SE.Skewness 0.56 0.66 0.54 0.56 0.55 0.54
## Kurtosis -1.56 -1.39 4.16 -1.00 -0.48 -1.05
## N.Valid 16.00 11.00 18.00 16.00 17.00 18.00
## Pct.Valid 88.89 61.11 100.00 88.89 94.44 100.00
##
## Table: Table continues below
##
##
##
## pourc_perfusion_lobe_traité Score.MMRC_0 Stade_BPCO_GOLD_VEMS taille
## ----------------- ----------------------------- -------------- ---------------------- --------
## Mean 9.15 3.00 3.44 1.72
## Std.Dev 7.21 0.69 0.51 0.06
## Min 1.00 2.00 3.00 1.58
## Q1 1.70 3.00 3.00 1.69
## Median 8.00 3.00 3.00 1.71
## Q3 16.00 3.00 4.00 1.75
## Max 20.00 4.00 4.00 1.83
## MAD 9.34 0.00 0.00 0.05
## IQR 13.15 0.00 1.00 0.06
## CV 0.79 0.23 0.15 0.04
## Skewness 0.20 0.00 0.21 -0.26
## SE.Skewness 0.64 0.54 0.54 0.54
## Kurtosis -1.72 -0.99 -2.06 -0.37
## N.Valid 12.00 18.00 18.00 18.00
## Pct.Valid 66.67 100.00 100.00 100.00
##
## Table: Table continues below
##
##
##
## TM6_.m._0 TM6_.m._1 TM6_.m._2 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0
## ----------------- ----------- ----------- ----------- ----------------------- --------------------
## Mean 337.53 347.29 389.12 82.82 7.56
## Std.Dev 113.34 121.78 131.65 8.06 1.56
## Min 135.00 180.00 219.00 63.00 4.00
## Q1 258.00 265.00 308.00 76.00 7.00
## Median 312.00 329.00 349.50 82.00 8.00
## Q3 380.00 420.00 473.00 90.00 9.00
## Max 546.00 630.00 633.00 95.00 9.00
## MAD 88.96 106.01 120.83 8.90 1.48
## IQR 122.00 141.75 141.00 14.00 2.00
## CV 0.34 0.35 0.34 0.10 0.21
## Skewness 0.41 0.70 0.53 -0.63 -0.96
## SE.Skewness 0.55 0.60 0.75 0.55 0.55
## Kurtosis -0.75 -0.25 -1.06 -0.16 -0.23
## N.Valid 17.00 14.00 8.00 17.00 17.00
## Pct.Valid 94.44 77.78 44.44 94.44 94.44
##
## Table: Table continues below
##
##
##
## TM6_.score.borg._1 TM6_.score.borg._2 TM6_sat_.PCT._1 TM6_sat_.PCT._2
## ----------------- -------------------- -------------------- ----------------- -----------------
## Mean 6.89 7.19 83.64 83.00
## Std.Dev 1.86 1.85 6.21 5.83
## Min 2.50 5.00 74.00 77.00
## Q1 6.00 5.00 78.00 80.00
## Median 8.00 8.00 83.50 80.50
## Q3 8.00 8.75 89.00 86.00
## Max 9.00 9.00 92.00 94.00
## MAD 1.48 1.48 8.15 1.48
## IQR 2.00 3.62 10.75 4.00
## CV 0.27 0.26 0.07 0.07
## Skewness -0.81 -0.32 -0.09 0.86
## SE.Skewness 0.60 0.75 0.60 0.75
## Kurtosis -0.34 -2.00 -1.70 -0.99
## N.Valid 14.00 8.00 14.00 8.00
## Pct.Valid 77.78 44.44 77.78 44.44
##
## Table: Table continues below
##
##
##
## VEMS._mL_0 VEMS_.ml._1 VEMS_.ml._2 VEMS_.PCT._1 VEMS_.PCT._2
## ----------------- ------------ ------------- ------------- -------------- --------------
## Mean 890.00 1090.59 950.83 35.09 30.36
## Std.Dev 221.33 507.52 402.86 10.50 10.05
## Min 530.00 520.00 490.00 21.00 17.00
## Q1 800.00 800.00 625.00 27.60 20.00
## Median 845.00 900.00 1000.00 36.00 30.00
## Q3 1000.00 1220.00 1095.00 42.00 38.00
## Max 1470.00 2630.00 1900.00 60.00 48.00
## MAD 214.98 385.48 444.78 10.38 11.86
## IQR 200.00 420.00 455.00 14.40 16.50
## CV 0.25 0.47 0.42 0.30 0.33
## Skewness 0.78 1.63 0.80 0.47 0.20
## SE.Skewness 0.54 0.55 0.64 0.55 0.66
## Kurtosis 0.51 2.45 -0.02 -0.36 -1.40
## N.Valid 18.00 17.00 12.00 17.00 11.00
## Pct.Valid 100.00 94.44 66.67 94.44 61.11
##
## Table: Table continues below
##
##
##
## VEMS_PCT_0 VR..ml._1 VR..PCT._1 VR_.ml._2 VR_.PCT._2 VR_CPT_0
## ----------------- ------------ ----------- ------------ ----------- ------------ ----------
## Mean 29.24 5608.82 239.47 5632.73 240.00 69.41
## Std.Dev 6.79 1272.39 41.46 1703.87 54.19 7.34
## Min 19.90 3870.00 173.00 3600.00 179.00 57.00
## Q1 23.00 4600.00 217.00 4150.00 189.00 63.00
## Median 29.50 5540.00 234.00 5500.00 245.00 68.50
## Q3 36.00 6400.00 262.00 6880.00 289.00 76.00
## Max 38.00 8660.00 310.00 8900.00 334.00 83.88
## MAD 9.64 1393.64 38.55 2001.51 74.13 8.15
## IQR 12.75 1800.00 45.00 2435.00 91.00 12.75
## CV 0.23 0.23 0.17 0.30 0.23 0.11
## Skewness -0.06 0.62 0.10 0.45 0.25 0.26
## SE.Skewness 0.54 0.55 0.55 0.66 0.66 0.54
## Kurtosis -1.85 -0.45 -1.14 -1.23 -1.59 -1.10
## N.Valid 18.00 17.00 17.00 11.00 11.00 18.00
## Pct.Valid 100.00 94.44 94.44 61.11 61.11 100.00
##
## Table: Table continues below
##
##
##
## VR_ml_0 VR_PCT_0
## ----------------- --------- ----------
## Mean 5799.44 259.89
## Std.Dev 1178.40 51.12
## Min 3950.00 190.00
## Q1 4800.00 231.00
## Median 5950.00 240.00
## Q3 6700.00 297.00
## Max 7870.00 400.00
## MAD 1230.56 31.88
## IQR 1770.00 57.50
## CV 0.20 0.20
## Skewness -0.06 1.14
## SE.Skewness 0.54 0.54
## Kurtosis -1.17 0.74
## N.Valid 18.00 18.00
## Pct.Valid 100.00 100.00Groupe1_NoValves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_1/Groupe1_NoValves.csv", stringsAsFactors=TRUE)
G1_NV<-Groupe1_NoValvessummarytools::descr(G1_NV,na.rm = TRUE)## Descriptive Statistics
## G1_NV
## N: 24
##
## age_Cs_initiale BMI BODE_calcul_0 CPT_ml_0 CPT_PCT_0 CVF_ml_0
## ----------------- ----------------- ------- --------------- ---------- ----------- ----------
## Mean 62.25 22.94 5.36 7581.74 131.00 2640.00
## Std.Dev 9.26 4.73 1.59 2245.96 18.31 986.59
## Min 46.38 18.37 2.00 60.00 87.00 1210.00
## Q1 54.79 19.75 5.00 6300.00 116.00 1810.00
## Median 63.29 22.34 5.00 7900.00 133.00 2695.00
## Q3 69.83 24.14 6.00 9200.00 145.50 3200.00
## Max 81.12 40.04 10.00 11000.00 159.00 4480.00
## MAD 11.60 3.78 1.48 2016.34 22.98 1304.69
## IQR 14.68 4.07 1.00 2630.00 28.75 1362.50
## CV 0.15 0.21 0.30 0.30 0.14 0.37
## Skewness -0.03 2.02 0.58 -1.41 -0.39 0.18
## SE.Skewness 0.47 0.48 0.49 0.48 0.47 0.49
## Kurtosis -1.16 4.76 1.60 2.98 -0.64 -1.14
## N.Valid 24.00 23.00 22.00 23.00 24.00 22.00
## Pct.Valid 100.00 95.83 91.67 95.83 100.00 91.67
##
## Table: Table continues below
##
##
##
## CVF_PCT_0 DLCO_PCT_0 Nbre.de.raison Nbre_valves_posées PaCO2_.mmHg._0
## ----------------- ----------- ------------ ---------------- -------------------- ----------------
## Mean 73.90 32.48 1.75 0.00 38.49
## Std.Dev 17.67 5.39 0.90 0.00 6.63
## Min 37.50 23.00 1.00 0.00 28.50
## Q1 65.00 29.00 1.00 0.00 35.00
## Median 71.00 32.00 1.50 0.00 38.00
## Q3 88.00 35.00 2.00 0.00 41.00
## Max 103.00 45.00 4.00 0.00 57.00
## MAD 25.20 4.45 0.74 0.00 4.45
## IQR 23.00 6.00 1.00 0.00 5.15
## CV 0.24 0.17 0.51 NaN 0.17
## Skewness -0.24 0.46 0.82 NaN 1.14
## SE.Skewness 0.50 0.50 0.47 0.47 0.52
## Kurtosis -0.98 -0.44 -0.47 NaN 1.35
## N.Valid 21.00 21.00 24.00 24.00 19.00
## Pct.Valid 87.50 87.50 100.00 100.00 79.17
##
## Table: Table continues below
##
##
##
## PaO2_AA.mmHg._0 poids Score.MMRC_0 Stade_BPCO_GOLD_VEMS taille
## ----------------- ----------------- -------- -------------- ---------------------- --------
## Mean 68.01 67.57 2.74 3.17 1.71
## Std.Dev 11.32 15.88 0.86 0.70 0.10
## Min 45.00 42.00 1.00 2.00 1.51
## Q1 65.00 58.00 2.00 3.00 1.63
## Median 67.50 65.00 3.00 3.00 1.75
## Q3 75.35 78.00 3.00 4.00 1.79
## Max 89.00 109.00 4.00 4.00 1.84
## MAD 6.67 13.34 1.48 0.74 0.10
## IQR 9.17 17.00 1.00 1.00 0.15
## CV 0.17 0.23 0.32 0.22 0.06
## Skewness -0.20 0.71 -0.32 -0.21 -0.57
## SE.Skewness 0.56 0.48 0.48 0.47 0.48
## Kurtosis -0.50 0.31 -0.64 -1.06 -1.11
## N.Valid 16.00 23.00 23.00 24.00 23.00
## Pct.Valid 66.67 95.83 95.83 100.00 95.83
##
## Table: Table continues below
##
##
##
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 VEMS._mL_0 VEMS_PCT_0
## ----------------- ----------- ----------------------- -------------------- ------------ ------------
## Mean 351.36 81.91 6.61 1113.04 37.50
## Std.Dev 138.21 7.99 2.28 510.95 13.70
## Min 120.00 62.00 1.00 430.00 19.00
## Q1 275.00 79.00 5.00 740.00 29.00
## Median 331.00 83.50 7.00 1000.00 33.00
## Q3 417.00 86.00 8.50 1300.00 43.50
## Max 585.00 95.00 10.00 2360.00 70.00
## MAD 105.26 5.93 2.59 415.13 8.90
## IQR 136.00 6.75 3.38 540.00 14.25
## CV 0.39 0.10 0.35 0.46 0.37
## Skewness 0.21 -0.84 -0.64 0.88 1.03
## SE.Skewness 0.49 0.49 0.49 0.48 0.47
## Kurtosis -0.95 0.17 -0.40 -0.11 0.07
## N.Valid 22.00 22.00 22.00 23.00 24.00
## Pct.Valid 91.67 91.67 91.67 95.83 100.00
##
## Table: Table continues below
##
##
##
## VR_CPT_0 VR_ml_0 VR_PCT_0
## ----------------- ---------- --------- ----------
## Mean 61.93 4904.78 227.42
## Std.Dev 12.01 1285.41 65.99
## Min 35.00 1840.00 73.00
## Q1 56.00 4200.00 182.50
## Median 62.00 4700.00 222.50
## Q3 67.00 5900.00 254.50
## Max 86.00 7230.00 385.00
## MAD 8.23 1630.86 54.11
## IQR 10.52 1700.00 71.00
## CV 0.19 0.26 0.29
## Skewness -0.08 -0.23 0.33
## SE.Skewness 0.49 0.48 0.47
## Kurtosis -0.18 -0.48 0.66
## N.Valid 22.00 23.00 24.00
## Pct.Valid 91.67 95.83 100.00Groupe2_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_2/Groupe2_total.csv", stringsAsFactors=TRUE)summarytools::descr(Groupe2_total,na.rm = TRUE)## Descriptive Statistics
## Groupe2_total
## N: 149
##
## age_Cs_initiale BMI BODE.calculé_1 BODE_calcul_0 calcul.bode_2
## ----------------- ----------------- -------- ---------------- --------------- ---------------
## Mean 62.50 23.05 3.60 5.81 3.69
## Std.Dev 8.14 4.25 1.83 2.15 2.75
## Min 44.71 14.84 0.00 0.00 1.00
## Q1 57.27 20.07 2.00 4.00 2.00
## Median 62.95 22.79 3.00 6.00 3.00
## Q3 68.06 25.71 5.00 7.00 5.00
## Max 82.24 37.04 7.00 10.00 10.00
## MAD 8.36 4.06 1.48 2.97 1.48
## IQR 10.79 5.49 3.00 3.00 3.00
## CV 0.13 0.18 0.51 0.37 0.74
## Skewness 0.01 0.54 0.18 -0.10 0.98
## SE.Skewness 0.20 0.21 0.46 0.22 0.62
## Kurtosis -0.60 0.40 -0.83 -0.21 -0.36
## N.Valid 149.00 139.00 25.00 119.00 13.00
## Pct.Valid 100.00 93.29 16.78 79.87 8.72
##
## Table: Table continues below
##
##
##
## Calcul_BODE_TM6_2 CPT_.ml._1 CPT_.ml._2 CPT_.PCT._1 CPT_.PCT._2
## ----------------- ------------------- ------------ ------------ ------------- -------------
## Mean 1.82 7347.27 7476.47 130.18 137.35
## Std.Dev 1.44 1353.42 1451.83 20.25 13.76
## Min 0.00 5300.00 5150.00 43.00 117.00
## Q1 0.00 6370.00 6400.00 123.00 127.00
## Median 3.00 7200.00 7080.00 130.00 135.00
## Q3 3.00 8190.00 8870.00 139.00 147.00
## Max 3.00 9910.00 10230.00 167.00 163.00
## MAD 0.00 1349.17 1141.60 11.86 13.34
## IQR 3.00 1820.00 2470.00 16.00 20.00
## CV 0.79 0.18 0.19 0.16 0.10
## Skewness -0.41 0.42 0.34 -2.10 0.37
## SE.Skewness 0.44 0.41 0.55 0.41 0.55
## Kurtosis -1.83 -0.97 -1.24 8.02 -1.17
## N.Valid 28.00 33.00 17.00 33.00 17.00
## Pct.Valid 18.79 22.15 11.41 22.15 11.41
##
## Table: Table continues below
##
##
##
## CPT_ml_0 CPT_PCT_0 CVF_.ml._1 CVF_.ml._2 CVF_.PCT._1 CVF_.PCT._2
## ----------------- ---------- ----------- ------------ ------------ ------------- -------------
## Mean 7438.30 133.61 2475.94 2335.29 81.50 79.53
## Std.Dev 1746.56 19.52 767.77 429.68 22.54 22.03
## Min 10.00 69.00 1310.00 1480.00 38.00 41.00
## Q1 6300.00 122.00 2065.00 2000.00 61.50 66.00
## Median 7460.00 134.00 2350.00 2400.00 81.50 79.00
## Q3 8700.00 145.00 2900.00 2650.00 100.00 101.00
## Max 11000.00 184.00 5200.00 3060.00 129.00 108.00
## MAD 1779.12 17.42 533.74 444.78 27.43 32.62
## IQR 2395.00 23.00 787.50 650.00 37.75 35.00
## CV 0.23 0.15 0.31 0.18 0.28 0.28
## Skewness -1.21 -0.24 1.26 -0.20 -0.07 -0.28
## SE.Skewness 0.22 0.22 0.41 0.55 0.41 0.55
## Kurtosis 3.37 0.61 2.76 -0.95 -0.89 -1.29
## N.Valid 123.00 126.00 32.00 17.00 32.00 17.00
## Pct.Valid 82.55 84.56 21.48 11.41 21.48 11.41
##
## Table: Table continues below
##
##
##
## CVF_ml_0 CVF_PCT_0 Délai.de.survenue.des.complications..jours.
## ----------------- ---------- ----------- ---------------------------------------------
## Mean 2236.15 68.55 5.08
## Std.Dev 789.33 21.12 10.25
## Min 950.00 30.00 0.00
## Q1 1680.00 52.00 0.00
## Median 2121.00 67.00 1.00
## Q3 2660.00 81.00 2.50
## Max 5000.00 135.00 34.00
## MAD 710.17 22.24 1.48
## IQR 945.00 29.00 2.25
## CV 0.35 0.31 2.02
## Skewness 0.91 0.64 1.94
## SE.Skewness 0.21 0.21 0.64
## Kurtosis 0.83 0.11 2.47
## N.Valid 127.00 131.00 12.00
## Pct.Valid 85.23 87.92 8.05
##
## Table: Table continues below
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2 delais_retrait_valve_mois
## ----------------- ----------------------------------------------------- ---------------------------
## Mean 10.86 7.88
## Std.Dev 13.35 6.79
## Min 0.00 1.40
## Q1 0.00 2.03
## Median 6.00 5.37
## Q3 30.00 13.37
## Max 30.00 18.80
## MAD 8.90 5.59
## IQR 17.00 11.34
## CV 1.23 0.86
## Skewness 0.65 0.51
## SE.Skewness 0.79 0.72
## Kurtosis -1.65 -1.60
## N.Valid 7.00 9.00
## Pct.Valid 4.70 6.04
##
## Table: Table continues below
##
##
##
## DLCO_PCT_0 Gain.TM6_2 Gain_CPT Gain_CPT_2 Gain_CVF_1 Gain_CVF_2
## ----------------- ------------ ------------ ---------- ------------ ------------ ------------
## Mean 34.69 37.46 -414.88 -333.59 467.78 376.41
## Std.Dev 12.15 111.61 537.56 632.20 606.31 438.97
## Min 17.00 -155.00 -1570.00 -1530.00 -550.00 -600.00
## Q1 26.00 -72.00 -860.00 -800.00 -65.00 100.00
## Median 33.50 58.00 -380.00 -250.00 420.00 379.00
## Q3 41.00 126.00 -100.00 90.00 845.00 710.00
## Max 89.00 187.00 580.00 620.00 1760.00 1030.00
## MAD 11.12 149.74 637.52 785.78 659.02 443.30
## IQR 14.75 198.00 760.00 890.00 900.00 610.00
## CV 0.35 2.98 -1.30 -1.90 1.30 1.17
## Skewness 1.39 -0.16 0.01 -0.32 0.28 -0.30
## SE.Skewness 0.23 0.62 0.41 0.55 0.41 0.55
## Kurtosis 3.12 -1.46 -0.97 -1.02 -0.81 -0.61
## N.Valid 114.00 13.00 33.00 17.00 32.00 17.00
## Pct.Valid 76.51 8.72 22.15 11.41 21.48 11.41
##
## Table: Table continues below
##
##
##
## Gain_TM6_1 Gain_VEMS_1 Gain_VEMS_2 Gain_VR_1 Gain_VR_2 IMC_1 IMC_2
## ----------------- ------------ ------------- ------------- ----------- ----------- ------- -------
## Mean 57.88 163.03 133.33 -939.09 -754.12 22.47 23.20
## Std.Dev 118.76 203.63 144.26 739.44 791.67 3.39 3.90
## Min -230.00 -390.00 -170.00 -2620.00 -2120.00 16.00 17.00
## Q1 -17.00 80.00 100.00 -1270.00 -1300.00 20.00 20.50
## Median 65.50 190.00 135.00 -920.00 -540.00 22.70 23.15
## Q3 94.00 320.00 200.00 -450.00 -260.00 25.00 25.00
## Max 442.00 500.00 370.00 210.00 590.00 32.00 32.00
## MAD 92.66 192.74 59.30 696.82 830.26 3.41 3.78
## IQR 106.00 240.00 87.50 820.00 1040.00 5.00 4.45
## CV 2.05 1.25 1.08 -0.79 -1.05 0.15 0.17
## Skewness 0.69 -0.62 -0.24 -0.46 0.03 0.52 0.43
## SE.Skewness 0.46 0.41 0.54 0.41 0.55 0.41 0.54
## Kurtosis 2.81 0.02 -0.37 -0.72 -1.20 0.44 -0.57
## N.Valid 26.00 33.00 18.00 33.00 17.00 33.00 18.00
## Pct.Valid 17.45 22.15 12.08 22.15 11.41 22.15 12.08
##
## Table: Table continues below
##
##
##
## mMRC_1 mMRC_2 Nbre.de.raison Nbre_valves_posées PaCO2_.mmHg._0
## ----------------- -------- -------- ---------------- -------------------- ----------------
## Mean 2.08 2.07 1.85 1.44 39.88
## Std.Dev 0.95 1.10 0.85 2.75 5.90
## Min 1.00 1.00 1.00 0.00 28.70
## Q1 1.00 1.00 1.00 0.00 36.60
## Median 2.00 2.00 2.00 0.00 38.85
## Q3 3.00 3.00 2.00 2.50 43.00
## Max 4.00 4.00 4.00 12.00 59.00
## MAD 1.48 1.48 1.48 0.00 5.71
## IQR 2.00 2.00 1.00 2.25 6.35
## CV 0.46 0.53 0.46 1.91 0.15
## Skewness 0.13 0.48 0.63 1.85 0.64
## SE.Skewness 0.46 0.58 0.23 0.20 0.23
## Kurtosis -1.44 -1.27 -0.53 2.51 0.23
## N.Valid 25.00 15.00 110.00 144.00 110.00
## Pct.Valid 16.78 10.07 73.83 96.64 73.83
##
## Table: Table continues below
##
##
##
## PaO2_AA.mmHg._0 poids pourc_perfusion_lobe_traité Score.MMRC_0
## ----------------- ----------------- -------- ----------------------------- --------------
## Mean 67.42 64.98 13.25 2.77
## Std.Dev 9.11 14.03 8.92 0.91
## Min 35.00 38.00 0.00 0.00
## Q1 62.00 54.80 7.00 2.00
## Median 68.00 64.00 12.00 3.00
## Q3 73.00 73.00 18.00 3.00
## Max 90.00 120.00 38.00 4.00
## MAD 7.93 13.34 7.41 1.48
## IQR 11.00 18.20 10.15 1.00
## CV 0.14 0.22 0.67 0.33
## Skewness -0.23 0.82 0.71 -0.52
## SE.Skewness 0.23 0.21 0.33 0.21
## Kurtosis 1.07 1.82 0.15 0.06
## N.Valid 106.00 137.00 51.00 138.00
## Pct.Valid 71.14 91.95 34.23 92.62
##
## Table: Table continues below
##
##
##
## Stade_BPCO_GOLD_VEMS taille TM6_.m._0 TM6_.m._1 TM6_.m._2
## ----------------- ---------------------- -------- ----------- ----------- -----------
## Mean 3.34 1.67 315.88 413.58 416.38
## Std.Dev 0.68 0.08 154.47 106.81 162.52
## Min 1.00 1.50 0.00 160.00 28.00
## Q1 3.00 1.60 198.00 367.00 363.00
## Median 3.00 1.68 336.00 422.50 453.00
## Q3 4.00 1.73 446.00 476.00 480.00
## Max 4.00 1.90 650.00 625.00 660.00
## MAD 1.48 0.09 177.91 80.80 133.43
## IQR 1.00 0.13 248.00 106.00 117.00
## CV 0.20 0.05 0.49 0.26 0.39
## Skewness -0.79 0.22 -0.22 -0.53 -0.77
## SE.Skewness 0.20 0.21 0.22 0.46 0.62
## Kurtosis 0.52 -0.65 -0.94 0.20 0.19
## N.Valid 149.00 137.00 121.00 26.00 13.00
## Pct.Valid 100.00 91.95 81.21 17.45 8.72
##
## Table: Table continues below
##
##
##
## TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 TM6_.score.borg._1
## ----------------- ----------------------- -------------------- --------------------
## Mean 83.40 6.75 5.58
## Std.Dev 7.34 2.07 1.49
## Min 38.00 0.00 3.00
## Q1 79.00 5.00 4.50
## Median 84.00 7.00 5.75
## Q3 89.00 8.00 7.00
## Max 95.00 10.00 8.00
## MAD 7.41 1.48 1.85
## IQR 10.00 3.00 2.25
## CV 0.09 0.31 0.27
## Skewness -1.92 -0.49 0.04
## SE.Skewness 0.22 0.22 0.46
## Kurtosis 10.04 -0.09 -1.05
## N.Valid 121.00 116.00 26.00
## Pct.Valid 81.21 77.85 17.45
##
## Table: Table continues below
##
##
##
## TM6_.score.borg._2 TM6_sat_.PCT._1 TM6_sat_.PCT._2 VEMS._mL_0
## ----------------- -------------------- ----------------- ----------------- ------------
## Mean 7.08 82.73 84.08 926.12
## Std.Dev 1.89 5.27 6.22 370.70
## Min 2.00 70.00 69.00 400.00
## Q1 7.00 80.00 81.00 700.00
## Median 7.75 84.00 86.00 840.00
## Q3 8.00 85.00 88.00 1100.00
## Max 9.00 92.00 92.00 2400.00
## MAD 1.11 4.45 5.93 274.28
## IQR 1.00 5.00 7.00 400.00
## CV 0.27 0.06 0.07 0.40
## Skewness -1.56 -0.47 -0.85 1.39
## SE.Skewness 0.64 0.46 0.62 0.21
## Kurtosis 1.59 0.30 0.04 2.14
## N.Valid 12.00 26.00 13.00 134.00
## Pct.Valid 8.05 17.45 8.72 89.93
##
## Table: Table continues below
##
##
##
## VEMS_.ml._1 VEMS_.ml._2 VEMS_.PCT._1 VEMS_.PCT._2 VEMS_PCT_0 VR..ml._1
## ----------------- ------------- ------------- -------------- -------------- ------------ -----------
## Mean 1008.18 961.11 40.18 38.82 34.52 4398.79
## Std.Dev 305.08 260.49 12.75 12.28 12.77 1071.67
## Min 500.00 490.00 21.00 18.00 13.00 2100.00
## Q1 810.00 800.00 32.00 28.00 27.00 3750.00
## Median 960.00 960.00 36.00 38.00 32.00 4490.00
## Q3 1170.00 1150.00 45.00 43.00 42.00 4980.00
## Max 1900.00 1350.00 76.00 59.00 92.00 6890.00
## MAD 237.22 237.22 10.38 14.83 11.12 934.04
## IQR 360.00 325.00 13.00 15.00 15.00 1230.00
## CV 0.30 0.27 0.32 0.32 0.37 0.24
## Skewness 0.85 -0.19 0.80 0.26 1.27 -0.01
## SE.Skewness 0.41 0.54 0.41 0.55 0.20 0.41
## Kurtosis 0.55 -0.97 0.02 -1.13 2.87 -0.34
## N.Valid 33.00 18.00 33.00 17.00 147.00 33.00
## Pct.Valid 22.15 12.08 22.15 11.41 98.66 22.15
##
## Table: Table continues below
##
##
##
## VR..PCT._1 VR_.ml._2 VR_.PCT._2 VR_CPT_0 VR_ml_0
## ----------------- ------------ ----------- ------------ ---------- ---------
## Mean 211.58 4680.00 209.71 65.59 5017.52
## Std.Dev 39.12 1327.09 54.15 14.58 1373.25
## Min 137.00 2860.00 88.00 20.00 1810.00
## Q1 186.00 3300.00 172.00 58.00 4200.00
## Median 207.00 4620.00 205.00 65.00 5000.00
## Q3 240.00 5940.00 255.00 74.00 5900.00
## Max 313.00 7100.00 307.00 172.00 9800.00
## MAD 35.58 1957.03 59.30 10.38 1334.34
## IQR 54.00 2640.00 83.00 15.50 1700.00
## CV 0.18 0.28 0.26 0.22 0.27
## Skewness 0.42 0.14 -0.22 2.68 0.18
## SE.Skewness 0.41 0.55 0.55 0.22 0.22
## Kurtosis -0.24 -1.43 -0.47 21.65 0.45
## N.Valid 33.00 17.00 17.00 123.00 121.00
## Pct.Valid 22.15 11.41 11.41 82.55 81.21Groupe2_Valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_2/Groupe2_Valves.csv", stringsAsFactors=TRUE)
G2_V<-Groupe2_Valvessummarytools::descr(G2_V,na.rm = TRUE)## Descriptive Statistics
## G2_V
## N: 38
##
## age_Cs_initiale BMI BODE.calculé_1 BODE_calcul_0 calcul.bode_2
## ----------------- ----------------- -------- ---------------- --------------- ---------------
## Mean 62.11 22.37 3.60 6.08 3.69
## Std.Dev 6.47 3.58 1.83 2.09 2.75
## Min 48.88 14.88 0.00 2.00 1.00
## Q1 57.53 20.07 2.00 4.00 2.00
## Median 62.42 22.14 3.00 6.00 3.00
## Q3 65.76 24.03 5.00 8.00 5.00
## Max 79.09 31.25 7.00 10.00 10.00
## MAD 6.35 2.95 1.48 2.97 1.48
## IQR 7.84 3.91 3.00 4.00 3.00
## CV 0.10 0.16 0.51 0.34 0.74
## Skewness 0.15 0.40 0.18 0.32 0.98
## SE.Skewness 0.38 0.38 0.46 0.39 0.62
## Kurtosis -0.17 0.11 -0.83 -0.85 -0.36
## N.Valid 38.00 38.00 25.00 37.00 13.00
## Pct.Valid 100.00 100.00 65.79 97.37 34.21
##
## Table: Table continues below
##
##
##
## Calcul_BODE_TM6_2 CPT_.ml._1 CPT_.ml._2 CPT_.PCT._1 CPT_.PCT._2
## ----------------- ------------------- ------------ ------------ ------------- -------------
## Mean 1.82 7347.27 7476.47 130.18 137.35
## Std.Dev 1.44 1353.42 1451.83 20.25 13.76
## Min 0.00 5300.00 5150.00 43.00 117.00
## Q1 0.00 6370.00 6400.00 123.00 127.00
## Median 3.00 7200.00 7080.00 130.00 135.00
## Q3 3.00 8190.00 8870.00 139.00 147.00
## Max 3.00 9910.00 10230.00 167.00 163.00
## MAD 0.00 1349.17 1141.60 11.86 13.34
## IQR 3.00 1820.00 2470.00 16.00 20.00
## CV 0.79 0.18 0.19 0.16 0.10
## Skewness -0.41 0.42 0.34 -2.10 0.37
## SE.Skewness 0.44 0.41 0.55 0.41 0.55
## Kurtosis -1.83 -0.97 -1.24 8.02 -1.17
## N.Valid 28.00 33.00 17.00 33.00 17.00
## Pct.Valid 73.68 86.84 44.74 86.84 44.74
##
## Table: Table continues below
##
##
##
## CPT_ml_0 CPT_PCT_0 CVF_.ml._1 CVF_.ml._2 CVF_.PCT._1 CVF_.PCT._2
## ----------------- ---------- ----------- ------------ ------------ ------------- -------------
## Mean 7913.45 140.13 2475.94 2335.29 81.50 79.53
## Std.Dev 1246.56 14.63 767.77 429.68 22.54 22.03
## Min 5400.00 116.00 1310.00 1480.00 38.00 41.00
## Q1 6900.00 129.00 2065.00 2000.00 61.50 66.00
## Median 8075.00 137.00 2350.00 2400.00 81.50 79.00
## Q3 8900.00 149.00 2900.00 2650.00 100.00 101.00
## Max 10111.00 184.00 5200.00 3060.00 129.00 108.00
## MAD 1467.77 12.97 533.74 444.78 27.43 32.62
## IQR 1977.50 19.50 787.50 650.00 37.75 35.00
## CV 0.16 0.10 0.31 0.18 0.28 0.28
## Skewness -0.19 0.81 1.26 -0.20 -0.07 -0.28
## SE.Skewness 0.38 0.38 0.41 0.55 0.41 0.55
## Kurtosis -1.15 0.51 2.76 -0.95 -0.89 -1.29
## N.Valid 38.00 38.00 32.00 17.00 32.00 17.00
## Pct.Valid 100.00 100.00 84.21 44.74 84.21 44.74
##
## Table: Table continues below
##
##
##
## CVF_ml_0 CVF_PCT_0 Délai.de.survenue.des.complications..jours.
## ----------------- ---------- ----------- ---------------------------------------------
## Mean 2063.81 64.72 5.08
## Std.Dev 616.63 18.67 10.25
## Min 1020.00 30.00 0.00
## Q1 1580.00 53.00 0.00
## Median 2121.00 65.00 1.00
## Q3 2500.00 78.00 2.50
## Max 3600.00 100.00 34.00
## MAD 695.34 19.27 1.48
## IQR 920.00 25.00 2.25
## CV 0.30 0.29 2.02
## Skewness 0.39 -0.02 1.94
## SE.Skewness 0.39 0.39 0.64
## Kurtosis -0.35 -0.96 2.47
## N.Valid 37.00 37.00 12.00
## Pct.Valid 97.37 97.37 31.58
##
## Table: Table continues below
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2 delais_retrait_valve_mois
## ----------------- ----------------------------------------------------- ---------------------------
## Mean 10.86 7.88
## Std.Dev 13.35 6.79
## Min 0.00 1.40
## Q1 0.00 2.03
## Median 6.00 5.37
## Q3 30.00 13.37
## Max 30.00 18.80
## MAD 8.90 5.59
## IQR 17.00 11.34
## CV 1.23 0.86
## Skewness 0.65 0.51
## SE.Skewness 0.79 0.72
## Kurtosis -1.65 -1.60
## N.Valid 7.00 9.00
## Pct.Valid 18.42 23.68
##
## Table: Table continues below
##
##
##
## DLCO_PCT_0 Gain.TM6_2 Gain_CPT Gain_CPT_2 Gain_CVF_1 Gain_CVF_2
## ----------------- ------------ ------------ ---------- ------------ ------------ ------------
## Mean 31.37 37.46 -414.88 -333.59 467.78 376.41
## Std.Dev 7.60 111.61 537.56 632.20 606.31 438.97
## Min 18.00 -155.00 -1570.00 -1530.00 -550.00 -600.00
## Q1 25.00 -72.00 -860.00 -800.00 -65.00 100.00
## Median 32.00 58.00 -380.00 -250.00 420.00 379.00
## Q3 36.00 126.00 -100.00 90.00 845.00 710.00
## Max 50.00 187.00 580.00 620.00 1760.00 1030.00
## MAD 8.90 149.74 637.52 785.78 659.02 443.30
## IQR 10.00 198.00 760.00 890.00 900.00 610.00
## CV 0.24 2.98 -1.30 -1.90 1.30 1.17
## Skewness 0.23 -0.16 0.01 -0.32 0.28 -0.30
## SE.Skewness 0.40 0.62 0.41 0.55 0.41 0.55
## Kurtosis -0.63 -1.46 -0.97 -1.02 -0.81 -0.61
## N.Valid 35.00 13.00 33.00 17.00 32.00 17.00
## Pct.Valid 92.11 34.21 86.84 44.74 84.21 44.74
##
## Table: Table continues below
##
##
##
## Gain_TM6_1 Gain_VEMS_1 Gain_VEMS_2 Gain_VR_1 Gain_VR_2 IMC_1 IMC_2
## ----------------- ------------ ------------- ------------- ----------- ----------- ------- -------
## Mean 57.88 163.03 133.33 -939.09 -754.12 22.47 23.20
## Std.Dev 118.76 203.63 144.26 739.44 791.67 3.39 3.90
## Min -230.00 -390.00 -170.00 -2620.00 -2120.00 16.00 17.00
## Q1 -17.00 80.00 100.00 -1270.00 -1300.00 20.00 20.50
## Median 65.50 190.00 135.00 -920.00 -540.00 22.70 23.15
## Q3 94.00 320.00 200.00 -450.00 -260.00 25.00 25.00
## Max 442.00 500.00 370.00 210.00 590.00 32.00 32.00
## MAD 92.66 192.74 59.30 696.82 830.26 3.41 3.78
## IQR 106.00 240.00 87.50 820.00 1040.00 5.00 4.45
## CV 2.05 1.25 1.08 -0.79 -1.05 0.15 0.17
## Skewness 0.69 -0.62 -0.24 -0.46 0.03 0.52 0.43
## SE.Skewness 0.46 0.41 0.54 0.41 0.55 0.41 0.54
## Kurtosis 2.81 0.02 -0.37 -0.72 -1.20 0.44 -0.57
## N.Valid 26.00 33.00 18.00 33.00 17.00 33.00 18.00
## Pct.Valid 68.42 86.84 47.37 86.84 44.74 86.84 47.37
##
## Table: Table continues below
##
##
##
## mMRC_1 mMRC_2 Nbre_valves_posées PaCO2_.mmHg._0 PaO2_AA.mmHg._0 poids
## ----------------- -------- -------- -------------------- ---------------- ----------------- --------
## Mean 2.08 2.07 5.59 40.74 68.41 62.46
## Std.Dev 0.95 1.10 2.48 5.61 6.20 12.11
## Min 1.00 1.00 2.00 30.40 55.60 42.00
## Q1 1.00 1.00 4.00 37.20 65.00 52.00
## Median 2.00 2.00 5.00 41.00 69.00 61.50
## Q3 3.00 3.00 7.00 43.00 73.40 70.00
## Max 4.00 4.00 12.00 55.80 85.40 90.00
## MAD 1.48 1.48 2.97 3.85 5.93 12.60
## IQR 2.00 2.00 3.00 5.60 7.50 17.75
## CV 0.46 0.53 0.44 0.14 0.09 0.19
## Skewness 0.13 0.48 0.76 0.56 0.22 0.39
## SE.Skewness 0.46 0.58 0.39 0.40 0.42 0.38
## Kurtosis -1.44 -1.27 -0.25 0.66 0.29 -0.80
## N.Valid 25.00 15.00 37.00 34.00 31.00 38.00
## Pct.Valid 65.79 39.47 97.37 89.47 81.58 100.00
##
## Table: Table continues below
##
##
##
## pourc_perfusion_lobe_traité Score.MMRC_0 Stade_BPCO_GOLD_VEMS taille
## ----------------- ----------------------------- -------------- ---------------------- --------
## Mean 14.88 3.03 3.47 1.67
## Std.Dev 8.47 0.72 0.56 0.09
## Min 0.00 2.00 2.00 1.53
## Q1 10.00 3.00 3.00 1.59
## Median 13.50 3.00 3.50 1.68
## Q3 20.00 4.00 4.00 1.73
## Max 34.00 4.00 4.00 1.85
## MAD 8.15 0.74 0.74 0.12
## IQR 9.75 0.75 1.00 0.13
## CV 0.57 0.24 0.16 0.05
## Skewness 0.50 -0.04 -0.36 0.14
## SE.Skewness 0.43 0.38 0.38 0.38
## Kurtosis -0.34 -1.10 -1.06 -1.09
## N.Valid 30.00 38.00 38.00 38.00
## Pct.Valid 78.95 100.00 100.00 100.00
##
## Table: Table continues below
##
##
##
## TM6_.m._0 TM6_.m._1 TM6_.m._2 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0
## ----------------- ----------- ----------- ----------- ----------------------- --------------------
## Mean 318.41 413.58 416.38 83.16 6.95
## Std.Dev 140.88 106.81 162.52 5.92 1.76
## Min 60.00 160.00 28.00 72.00 3.00
## Q1 216.00 367.00 363.00 79.00 5.50
## Median 336.00 422.50 453.00 83.00 7.00
## Q3 410.00 476.00 480.00 88.00 8.00
## Max 568.00 625.00 660.00 94.00 10.00
## MAD 127.50 80.80 133.43 5.93 1.48
## IQR 194.00 106.00 117.00 9.00 2.50
## CV 0.44 0.26 0.39 0.07 0.25
## Skewness -0.27 -0.53 -0.77 0.05 -0.07
## SE.Skewness 0.39 0.46 0.62 0.39 0.39
## Kurtosis -0.93 0.20 0.19 -1.07 -0.79
## N.Valid 37.00 26.00 13.00 37.00 37.00
## Pct.Valid 97.37 68.42 34.21 97.37 97.37
##
## Table: Table continues below
##
##
##
## TM6_.score.borg._1 TM6_.score.borg._2 TM6_sat_.PCT._1 TM6_sat_.PCT._2
## ----------------- -------------------- -------------------- ----------------- -----------------
## Mean 5.58 7.08 82.73 84.08
## Std.Dev 1.49 1.89 5.27 6.22
## Min 3.00 2.00 70.00 69.00
## Q1 4.50 7.00 80.00 81.00
## Median 5.75 7.75 84.00 86.00
## Q3 7.00 8.00 85.00 88.00
## Max 8.00 9.00 92.00 92.00
## MAD 1.85 1.11 4.45 5.93
## IQR 2.25 1.00 5.00 7.00
## CV 0.27 0.27 0.06 0.07
## Skewness 0.04 -1.56 -0.47 -0.85
## SE.Skewness 0.46 0.64 0.46 0.62
## Kurtosis -1.05 1.59 0.30 0.04
## N.Valid 26.00 12.00 26.00 13.00
## Pct.Valid 68.42 31.58 68.42 34.21
##
## Table: Table continues below
##
##
##
## VEMS._mL_0 VEMS_.ml._1 VEMS_.ml._2 VEMS_.PCT._1 VEMS_.PCT._2
## ----------------- ------------ ------------- ------------- -------------- --------------
## Mean 817.89 1008.18 961.11 40.18 38.82
## Std.Dev 230.88 305.08 260.49 12.75 12.28
## Min 400.00 500.00 490.00 21.00 18.00
## Q1 700.00 810.00 800.00 32.00 28.00
## Median 805.00 960.00 960.00 36.00 38.00
## Q3 980.00 1170.00 1150.00 45.00 43.00
## Max 1500.00 1900.00 1350.00 76.00 59.00
## MAD 155.67 237.22 237.22 10.38 14.83
## IQR 262.50 360.00 325.00 13.00 15.00
## CV 0.28 0.30 0.27 0.32 0.32
## Skewness 0.51 0.85 -0.19 0.80 0.26
## SE.Skewness 0.38 0.41 0.54 0.41 0.55
## Kurtosis 0.44 0.55 -0.97 0.02 -1.13
## N.Valid 38.00 33.00 18.00 33.00 17.00
## Pct.Valid 100.00 86.84 47.37 86.84 44.74
##
## Table: Table continues below
##
##
##
## VEMS_PCT_0 VR..ml._1 VR..PCT._1 VR_.ml._2 VR_.PCT._2 VR_CPT_0
## ----------------- ------------ ----------- ------------ ----------- ------------ ----------
## Mean 31.99 4398.79 211.58 4680.00 209.71 71.67
## Std.Dev 9.55 1071.67 39.12 1327.09 54.15 18.43
## Min 14.00 2100.00 137.00 2860.00 88.00 54.00
## Q1 25.00 3750.00 186.00 3300.00 172.00 63.00
## Median 31.50 4490.00 207.00 4620.00 205.00 68.50
## Q3 39.00 4980.00 240.00 5940.00 255.00 77.00
## Max 57.00 6890.00 313.00 7100.00 307.00 172.00
## MAD 10.01 934.04 35.58 1957.03 59.30 9.64
## IQR 13.25 1230.00 54.00 2640.00 83.00 13.50
## CV 0.30 0.24 0.18 0.28 0.26 0.26
## Skewness 0.37 -0.01 0.42 0.14 -0.22 4.18
## SE.Skewness 0.38 0.41 0.41 0.55 0.55 0.38
## Kurtosis -0.27 -0.34 -0.24 -1.43 -0.47 20.18
## N.Valid 38.00 33.00 33.00 17.00 17.00 38.00
## Pct.Valid 100.00 86.84 86.84 44.74 44.74 100.00
##
## Table: Table continues below
##
##
##
## VR_ml_0 VR_PCT_0
## ----------------- --------- ----------
## Mean 5485.53 257.87
## Std.Dev 1129.29 40.55
## Min 3300.00 192.00
## Q1 4700.00 230.00
## Median 5325.00 255.50
## Q3 6450.00 289.00
## Max 7800.00 351.00
## MAD 1074.88 43.00
## IQR 1702.50 56.00
## CV 0.21 0.16
## Skewness 0.31 0.45
## SE.Skewness 0.38 0.38
## Kurtosis -0.84 -0.68
## N.Valid 38.00 38.00
## Pct.Valid 100.00 100.00Groupe2_NoValves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_2/Groupe2_NoValves.csv", stringsAsFactors=TRUE)
G2_NV<-Groupe2_NoValvessummarytools::descr(G2_NV,na.rm = TRUE)## Descriptive Statistics
## G2_NV
## N: 111
##
## age_Cs_initiale BMI BODE_calcul_0 CPT_ml_0 CPT_PCT_0 CVF_ml_0
## ----------------- ----------------- -------- --------------- ---------- ----------- ----------
## Mean 62.63 23.31 5.68 7225.88 130.80 2307.00
## Std.Dev 8.66 4.47 2.18 1896.90 20.73 843.11
## Min 44.71 14.84 0.00 10.00 69.00 950.00
## Q1 56.75 20.22 4.00 6130.00 118.50 1730.00
## Median 63.36 23.04 6.00 7400.00 131.50 2115.00
## Q3 69.75 26.03 7.00 8500.00 143.00 2870.00
## Max 82.24 37.04 10.00 11000.00 179.00 5000.00
## MAD 9.52 4.42 2.97 1764.29 18.53 756.13
## IQR 12.65 5.81 3.00 2370.00 24.25 1135.00
## CV 0.14 0.19 0.38 0.26 0.16 0.37
## Skewness -0.04 0.51 -0.24 -1.16 -0.22 0.88
## SE.Skewness 0.23 0.24 0.27 0.26 0.26 0.25
## Kurtosis -0.79 0.23 -0.15 2.83 0.18 0.50
## N.Valid 111.00 101.00 82.00 85.00 88.00 90.00
## Pct.Valid 100.00 90.99 73.87 76.58 79.28 81.08
##
## Table: Table continues below
##
##
##
## CVF_PCT_0 DLCO_PCT_0 Nbre.de.raison Nbre_valves_posées PaCO2_.mmHg._0
## ----------------- ----------- ------------ ---------------- -------------------- ----------------
## Mean 70.06 36.17 1.85 0.00 39.49
## Std.Dev 21.91 13.47 0.85 0.00 6.03
## Min 35.00 17.00 1.00 0.00 28.70
## Q1 52.00 26.00 1.00 0.00 35.00
## Median 67.50 34.00 2.00 0.00 38.00
## Q3 83.00 45.00 2.00 0.00 44.70
## Max 135.00 89.00 4.00 0.00 59.00
## MAD 22.98 11.86 1.48 0.00 5.93
## IQR 30.75 17.50 1.00 0.00 9.55
## CV 0.31 0.37 0.46 NaN 0.15
## Skewness 0.75 1.23 0.63 NaN 0.69
## SE.Skewness 0.25 0.27 0.23 0.23 0.28
## Kurtosis 0.02 2.09 -0.53 NaN 0.07
## N.Valid 94.00 79.00 110.00 107.00 76.00
## Pct.Valid 84.68 71.17 99.10 96.40 68.47
##
## Table: Table continues below
##
##
##
## PaO2_AA.mmHg._0 poids pourc_perfusion_lobe_traité Score.MMRC_0
## ----------------- ----------------- -------- ----------------------------- --------------
## Mean 67.01 65.95 10.93 2.67
## Std.Dev 10.08 14.64 9.25 0.95
## Min 35.00 38.00 1.00 0.00
## Q1 61.80 57.00 3.00 2.00
## Median 67.90 66.00 10.30 3.00
## Q3 73.00 73.00 14.50 3.00
## Max 90.00 120.00 38.00 4.00
## MAD 8.75 13.34 9.34 1.48
## IQR 11.10 16.00 11.50 1.00
## CV 0.15 0.22 0.85 0.36
## Skewness -0.19 0.86 1.11 -0.49
## SE.Skewness 0.28 0.24 0.50 0.24
## Kurtosis 0.59 1.98 1.12 -0.14
## N.Valid 75.00 99.00 21.00 100.00
## Pct.Valid 67.57 89.19 18.92 90.09
##
## Table: Table continues below
##
##
##
## Stade_BPCO_GOLD_VEMS taille TM6_.m._0 TM6_.nadir.sat.PCT._0
## ----------------- ---------------------- -------- ----------- -----------------------
## Mean 3.30 1.68 314.77 83.51
## Std.Dev 0.71 0.08 160.89 7.92
## Min 1.00 1.50 0.00 38.00
## Q1 3.00 1.61 191.50 79.00
## Median 3.00 1.67 336.00 84.50
## Q3 4.00 1.73 461.00 89.00
## Max 4.00 1.90 650.00 95.00
## MAD 1.48 0.09 187.55 8.15
## IQR 1.00 0.12 265.75 10.00
## CV 0.21 0.05 0.51 0.09
## Skewness -0.79 0.27 -0.19 -2.23
## SE.Skewness 0.23 0.24 0.26 0.26
## Kurtosis 0.43 -0.51 -1.02 10.74
## N.Valid 111.00 99.00 84.00 84.00
## Pct.Valid 100.00 89.19 75.68 75.68
##
## Table: Table continues below
##
##
##
## TM6_.score.Borg._0 VEMS._mL_0 VEMS_PCT_0 VR_CPT_0 VR_ml_0
## ----------------- -------------------- ------------ ------------ ---------- ---------
## Mean 6.66 968.96 35.40 62.88 4803.25
## Std.Dev 2.20 406.31 13.64 11.62 1426.99
## Min 0.00 400.00 13.00 20.00 1810.00
## Q1 5.00 675.00 27.00 56.00 3820.00
## Median 7.00 890.00 33.00 64.00 4830.00
## Q3 8.00 1180.00 42.00 71.00 5710.00
## Max 10.00 2400.00 92.00 82.00 9800.00
## MAD 2.22 333.58 11.86 11.86 1378.82
## IQR 3.00 492.50 15.00 15.00 1845.00
## CV 0.33 0.42 0.39 0.18 0.30
## Skewness -0.54 1.22 1.26 -0.87 0.32
## SE.Skewness 0.27 0.25 0.23 0.26 0.26
## Kurtosis -0.21 1.23 2.50 1.21 0.70
## N.Valid 79.00 96.00 109.00 85.00 83.00
## Pct.Valid 71.17 86.49 98.20 76.58 74.77comparaison moyennes
t.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._1
## t = -1.8829, df = 16, p-value = 0.07802
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -465.18713 27.54008
## sample estimates:
## mean of the differences
## -218.8235comparaison médianes
wilcox.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._1
## V = 30.5, p-value = 0.05564
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._2
## t = -0.83555, df = 11, p-value = 0.4212
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -284.6766 128.0100
## sample estimates:
## mean of the differences
## -78.33333Comparaison médianes
wilcox.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._2
## V = 24, p-value = 0.4496
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$TM6_.m._0,G1_V$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._1
## t = 0.038596, df = 12, p-value = 0.9698
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -51.18565 53.03180
## sample estimates:
## mean of the differences
## 0.9230769Comparaison médianes
wilcox.test(G1_V$TM6_.m._0,G1_V$TM6_.m._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._1
## V = 35, p-value = 0.4973
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$TM6_.m._0,G1_V$TM6_.m._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._2
## t = -0.54759, df = 7, p-value = 0.601
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -103.70543 64.70543
## sample estimates:
## mean of the differences
## -19.5Comparaison médianes
wilcox.test(G1_V$TM6_.m._0,G1_V$TM6_.m._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._2
## V = 14, p-value = 0.6406
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$VR_ml_0,G1_V$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VR_ml_0 and G1_V$VR..ml._1
## t = 0.90853, df = 16, p-value = 0.3771
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -332.5480 831.3716
## sample estimates:
## mean of the differences
## 249.4118Comparaison médianes
wilcox.test(G1_V$VR_ml_0,G1_V$VR..ml._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$VR_ml_0 and G1_V$VR..ml._1
## V = 95, p-value = 0.4038
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$VR_ml_0,G1_V$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VR_ml_0 and G1_V$VR_.ml._2
## t = 0.50512, df = 10, p-value = 0.6244
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -790.7575 1254.3939
## sample estimates:
## mean of the differences
## 231.8182Comparaison médianes
wilcox.test(G1_V$VR_ml_0,G1_V$VR_.ml._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$VR_ml_0 and G1_V$VR_.ml._2
## V = 43, p-value = 0.4131
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._1
## t = -1.9379, df = 15, p-value = 0.0717
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -565.66098 26.91098
## sample estimates:
## mean of the differences
## -269.375Comparaison médianes
wilcox.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._1
## V = 34.5, p-value = 0.08788
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._2
## t = -0.045365, df = 9, p-value = 0.9648
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -559.5175 537.5175
## sample estimates:
## mean of the differences
## -11Comparaison médianes
wilcox.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._2
## V = 26, p-value = 0.9219
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._1
## t = 0.48658, df = 16, p-value = 0.6332
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -257.4832 410.8949
## sample estimates:
## mean of the differences
## 76.70588Comparaison médianes
wilcox.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._1
## V = 72, p-value = 0.8536
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._2
## t = 0.3278, df = 10, p-value = 0.7498
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -386.8339 520.2884
## sample estimates:
## mean of the differences
## 66.72727Comparaison médianes
wilcox.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._2
## V = 35, p-value = 0.8984
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$BODE_calcul_0,G1_V$BODE.calculé_1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$BODE_calcul_0 and G1_V$BODE.calculé_1
## t = 2.3094, df = 12, p-value = 0.03952
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.06959553 2.39194293
## sample estimates:
## mean of the differences
## 1.230769Comparaison médianes
wilcox.test(G1_V$BODE_calcul_0,G1_V$BODE.calculé_1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$BODE_calcul_0 and G1_V$BODE.calculé_1
## V = 74.5, p-value = 0.03564
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G1_V$BODE_calcul_0,G1_V$calcul.bode_2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$BODE_calcul_0 and G1_V$calcul.bode_2
## t = 1.5667, df = 7, p-value = 0.1612
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.5729665 2.8229665
## sample estimates:
## mean of the differences
## 1.125Comparaison médianes
wilcox.test(G1_V$BODE_calcul_0,G1_V$calcul.bode_2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$BODE_calcul_0 and G1_V$calcul.bode_2
## V = 17, p-value = 0.2021
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._1
## t = -4.5992, df = 32, p-value = 6.345e-05
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -235.23467 -90.82594
## sample estimates:
## mean of the differences
## -163.0303comparaison médianes
wilcox.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._1
## V = 78.5, p-value = 0.0003165
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._2
## t = -3.9212, df = 17, p-value = 0.0011
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -205.07355 -61.59311
## sample estimates:
## mean of the differences
## -133.3333Comparaison médianes
wilcox.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._2
## V = 18.5, p-value = 0.003717
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$TM6_.m._0,G2_V$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._1
## t = -2.2543, df = 24, p-value = 0.03358
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -103.055881 -4.544119
## sample estimates:
## mean of the differences
## -53.8Comparaison médianes
wilcox.test(G2_V$TM6_.m._0,G2_V$TM6_.m._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._1
## V = 70, p-value = 0.01145
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$TM6_.m._0,G2_V$TM6_.m._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._2
## t = -1.2102, df = 12, p-value = 0.2495
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -104.90853 29.98545
## sample estimates:
## mean of the differences
## -37.46154Comparaison médianes
wilcox.test(G2_V$TM6_.m._0,G2_V$TM6_.m._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._2
## V = 23.5, p-value = 0.2391
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$VR_ml_0,G2_V$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VR_ml_0 and G2_V$VR..ml._1
## t = 7.2956, df = 32, p-value = 2.717e-08
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 676.8955 1201.2863
## sample estimates:
## mean of the differences
## 939.0909Comparaison médianes
wilcox.test(G2_V$VR_ml_0,G2_V$VR..ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VR_ml_0 and G2_V$VR..ml._1
## V = 521, p-value = 1.615e-06
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$VR_ml_0,G2_V$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VR_ml_0 and G2_V$VR_.ml._2
## t = 3.9275, df = 16, p-value = 0.001202
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 347.0795 1161.1558
## sample estimates:
## mean of the differences
## 754.1176Comparaison médianes
wilcox.test(G2_V$VR_ml_0,G2_V$VR_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VR_ml_0 and G2_V$VR_.ml._2
## V = 122, p-value = 0.00566
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._1
## t = -4.1456, df = 30, p-value = 0.0002555
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -643.2293 -218.6416
## sample estimates:
## mean of the differences
## -430.9355Comparaison médianes
wilcox.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._1
## V = 75, p-value = 0.0007234
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._2
## t = -3.5355, df = 16, p-value = 0.00275
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -602.1118 -150.7117
## sample estimates:
## mean of the differences
## -376.4118Comparaison médianes
wilcox.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._2
## V = 15.5, p-value = 0.004179
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._1
## t = 4.4335, df = 32, p-value = 0.0001022
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 224.2669 605.4906
## sample estimates:
## mean of the differences
## 414.8788Comparaison médianes
wilcox.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._1
## V = 476, p-value = 0.0004927
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._2
## t = 2.1756, df = 16, p-value = 0.04492
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 8.543208 658.633262
## sample estimates:
## mean of the differences
## 333.5882Comparaison médianes
wilcox.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._2
## V = 114, p-value = 0.07982
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$BODE_calcul_0,G2_V$BODE.calculé_1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$BODE_calcul_0 and G2_V$BODE.calculé_1
## t = 6.8016, df = 23, p-value = 6.164e-07
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 1.333730 2.499603
## sample estimates:
## mean of the differences
## 1.916667Comparaison médianes
wilcox.test(G2_V$BODE_calcul_0,G2_V$BODE.calculé_1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$BODE_calcul_0 and G2_V$BODE.calculé_1
## V = 264.5, p-value = 0.0001036
## alternative hypothesis: true location shift is not equal to 0comparaison moyennes
t.test(G2_V$BODE_calcul_0,G2_V$calcul.bode_2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$BODE_calcul_0 and G2_V$calcul.bode_2
## t = 4.0959, df = 12, p-value = 0.001483
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 0.8641017 2.8282060
## sample estimates:
## mean of the differences
## 1.846154Comparaison médianes
wilcox.test(G2_V$BODE_calcul_0,G2_V$calcul.bode_2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$BODE_calcul_0 and G2_V$calcul.bode_2
## V = 84.5, p-value = 0.006185
## alternative hypothesis: true location shift is not equal to 0