Wich non-parametric test for multivariate analysis?
$begingroup$
I'm lost to analyse my data...
Context: I've 2 groups with 2 treatments, 7 dependent variables and 3 assessment times (T1, T2, T3).
Group 1 n=7
Group 2 n=8
An example of dataset to analyse :
Subjects Group SDNNT1 SDNNT2 SDNNT3 RMSSDT1 RMSSDT2 RMSSDT3
01TSJ APA 14,9242 15,0717 19,8136 11,2001 11,5681 16,9828
02JUL APA 30,183 36,5078 39,2308 22,837 27,1186 23,9402
05POS APA 27,1857 21,5202 29,0455 27,6505 18,0176 26,0448
06DOD APA 23,7419 27,8689 20,2024 27,525 33,6172 12,1857
11LAF APA 28,6349 24,6744 29,1047 21,3788 15,826 28,9134
15JOP APA 31,4264 18,0877 17,7929 21,0308 11,9097 16,496
18MOJ APA 13,445 15,9817 14,2312 12,1097 14,1484 16,3461
04REP APA+CC 21,667 18,1639 20,0622 22,5375 12,1249 15,3598
07JOM APA+CC 20,8513 35,7311 34,2875 17,1458 18,4784 19,1657
08PAD APA+CC 25,9653 53,1941 54,9323 19,1178 21,7966 27,8199
10HUA APA+CC 44,2559 48,7721 36,0475 12,5466 19,7347 16,1833
12BEM APA+CC 81,2393 64,0087 89,2384 71,3645 32,5808 49,3419
13PAP APA+CC 48,9273 69,8921 67,2546 31,9573 40,1536 51,5361
14AHM APA+CC 34,1831 35,7597 39,5067 30,249 33,1689 32,0128
16DAJ APA+CC 17,7776 18,5744 21,6157 11,1334 13,0562 9,2695
SDNN and RMSSD are 2 from 7 dependent variables measured before intervention (T1), at mid-term (T2), and at the end of intervention (T3).
What's the non-parametric test to measure the effect of group and assessment time on dependent variables?
Do I have to use 2 different tests to answer my hypothesis or a single one is enough?
r multivariate-analysis
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
$endgroup$
migrated from stackoverflow.com Nov 16 '18 at 11:01
This question came from our site for professional and enthusiast programmers.
add a comment |
$begingroup$
I'm lost to analyse my data...
Context: I've 2 groups with 2 treatments, 7 dependent variables and 3 assessment times (T1, T2, T3).
Group 1 n=7
Group 2 n=8
An example of dataset to analyse :
Subjects Group SDNNT1 SDNNT2 SDNNT3 RMSSDT1 RMSSDT2 RMSSDT3
01TSJ APA 14,9242 15,0717 19,8136 11,2001 11,5681 16,9828
02JUL APA 30,183 36,5078 39,2308 22,837 27,1186 23,9402
05POS APA 27,1857 21,5202 29,0455 27,6505 18,0176 26,0448
06DOD APA 23,7419 27,8689 20,2024 27,525 33,6172 12,1857
11LAF APA 28,6349 24,6744 29,1047 21,3788 15,826 28,9134
15JOP APA 31,4264 18,0877 17,7929 21,0308 11,9097 16,496
18MOJ APA 13,445 15,9817 14,2312 12,1097 14,1484 16,3461
04REP APA+CC 21,667 18,1639 20,0622 22,5375 12,1249 15,3598
07JOM APA+CC 20,8513 35,7311 34,2875 17,1458 18,4784 19,1657
08PAD APA+CC 25,9653 53,1941 54,9323 19,1178 21,7966 27,8199
10HUA APA+CC 44,2559 48,7721 36,0475 12,5466 19,7347 16,1833
12BEM APA+CC 81,2393 64,0087 89,2384 71,3645 32,5808 49,3419
13PAP APA+CC 48,9273 69,8921 67,2546 31,9573 40,1536 51,5361
14AHM APA+CC 34,1831 35,7597 39,5067 30,249 33,1689 32,0128
16DAJ APA+CC 17,7776 18,5744 21,6157 11,1334 13,0562 9,2695
SDNN and RMSSD are 2 from 7 dependent variables measured before intervention (T1), at mid-term (T2), and at the end of intervention (T3).
What's the non-parametric test to measure the effect of group and assessment time on dependent variables?
Do I have to use 2 different tests to answer my hypothesis or a single one is enough?
r multivariate-analysis
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
$endgroup$
migrated from stackoverflow.com Nov 16 '18 at 11:01
This question came from our site for professional and enthusiast programmers.
1
$begingroup$
maybe PERMANOVA (vegan::adonis()) ?
$endgroup$
– Ben Bolker
Nov 14 '18 at 12:55
add a comment |
$begingroup$
I'm lost to analyse my data...
Context: I've 2 groups with 2 treatments, 7 dependent variables and 3 assessment times (T1, T2, T3).
Group 1 n=7
Group 2 n=8
An example of dataset to analyse :
Subjects Group SDNNT1 SDNNT2 SDNNT3 RMSSDT1 RMSSDT2 RMSSDT3
01TSJ APA 14,9242 15,0717 19,8136 11,2001 11,5681 16,9828
02JUL APA 30,183 36,5078 39,2308 22,837 27,1186 23,9402
05POS APA 27,1857 21,5202 29,0455 27,6505 18,0176 26,0448
06DOD APA 23,7419 27,8689 20,2024 27,525 33,6172 12,1857
11LAF APA 28,6349 24,6744 29,1047 21,3788 15,826 28,9134
15JOP APA 31,4264 18,0877 17,7929 21,0308 11,9097 16,496
18MOJ APA 13,445 15,9817 14,2312 12,1097 14,1484 16,3461
04REP APA+CC 21,667 18,1639 20,0622 22,5375 12,1249 15,3598
07JOM APA+CC 20,8513 35,7311 34,2875 17,1458 18,4784 19,1657
08PAD APA+CC 25,9653 53,1941 54,9323 19,1178 21,7966 27,8199
10HUA APA+CC 44,2559 48,7721 36,0475 12,5466 19,7347 16,1833
12BEM APA+CC 81,2393 64,0087 89,2384 71,3645 32,5808 49,3419
13PAP APA+CC 48,9273 69,8921 67,2546 31,9573 40,1536 51,5361
14AHM APA+CC 34,1831 35,7597 39,5067 30,249 33,1689 32,0128
16DAJ APA+CC 17,7776 18,5744 21,6157 11,1334 13,0562 9,2695
SDNN and RMSSD are 2 from 7 dependent variables measured before intervention (T1), at mid-term (T2), and at the end of intervention (T3).
What's the non-parametric test to measure the effect of group and assessment time on dependent variables?
Do I have to use 2 different tests to answer my hypothesis or a single one is enough?
r multivariate-analysis
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
$endgroup$
I'm lost to analyse my data...
Context: I've 2 groups with 2 treatments, 7 dependent variables and 3 assessment times (T1, T2, T3).
Group 1 n=7
Group 2 n=8
An example of dataset to analyse :
Subjects Group SDNNT1 SDNNT2 SDNNT3 RMSSDT1 RMSSDT2 RMSSDT3
01TSJ APA 14,9242 15,0717 19,8136 11,2001 11,5681 16,9828
02JUL APA 30,183 36,5078 39,2308 22,837 27,1186 23,9402
05POS APA 27,1857 21,5202 29,0455 27,6505 18,0176 26,0448
06DOD APA 23,7419 27,8689 20,2024 27,525 33,6172 12,1857
11LAF APA 28,6349 24,6744 29,1047 21,3788 15,826 28,9134
15JOP APA 31,4264 18,0877 17,7929 21,0308 11,9097 16,496
18MOJ APA 13,445 15,9817 14,2312 12,1097 14,1484 16,3461
04REP APA+CC 21,667 18,1639 20,0622 22,5375 12,1249 15,3598
07JOM APA+CC 20,8513 35,7311 34,2875 17,1458 18,4784 19,1657
08PAD APA+CC 25,9653 53,1941 54,9323 19,1178 21,7966 27,8199
10HUA APA+CC 44,2559 48,7721 36,0475 12,5466 19,7347 16,1833
12BEM APA+CC 81,2393 64,0087 89,2384 71,3645 32,5808 49,3419
13PAP APA+CC 48,9273 69,8921 67,2546 31,9573 40,1536 51,5361
14AHM APA+CC 34,1831 35,7597 39,5067 30,249 33,1689 32,0128
16DAJ APA+CC 17,7776 18,5744 21,6157 11,1334 13,0562 9,2695
SDNN and RMSSD are 2 from 7 dependent variables measured before intervention (T1), at mid-term (T2), and at the end of intervention (T3).
What's the non-parametric test to measure the effect of group and assessment time on dependent variables?
Do I have to use 2 different tests to answer my hypothesis or a single one is enough?
r multivariate-analysis
r multivariate-analysis
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
edited Nov 16 '18 at 13:24
kjetil b halvorsen
29.9k980218
29.9k980218
asked Nov 14 '18 at 12:47
Claire Fournie
migrated from stackoverflow.com Nov 16 '18 at 11:01
This question came from our site for professional and enthusiast programmers.
migrated from stackoverflow.com Nov 16 '18 at 11:01
This question came from our site for professional and enthusiast programmers.
1
$begingroup$
maybe PERMANOVA (vegan::adonis()) ?
$endgroup$
– Ben Bolker
Nov 14 '18 at 12:55
add a comment |
1
$begingroup$
maybe PERMANOVA (vegan::adonis()) ?
$endgroup$
– Ben Bolker
Nov 14 '18 at 12:55
1
1
$begingroup$
maybe PERMANOVA (
vegan::adonis()) ?$endgroup$
– Ben Bolker
Nov 14 '18 at 12:55
$begingroup$
maybe PERMANOVA (
vegan::adonis()) ?$endgroup$
– Ben Bolker
Nov 14 '18 at 12:55
add a comment |
0
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1
$begingroup$
maybe PERMANOVA (
vegan::adonis()) ?$endgroup$
– Ben Bolker
Nov 14 '18 at 12:55