Hi! I need to run a wilcoxon (Mann-whitly, in fact) test with bonferroni correction, as I am running 10 consecutive wilcoxon test not independent, and I know that bonferroni will partially correct for this problem, but I have no idea how to do it with R, I have been looking in the archive but couldn't understand how to do it. The format I am using at the moment is r4_o <- [1] 1.05 2.60 1.57 3.07 1.20 1.00 2.11 1.10 0.10 r4_m <- [1] 0 0 0 0 0 0 0 0 0 wilcoxon.test (r4_o, r3_m) Does any body know how to make the bonferroni correction when I compare them with the wilcoxon test? Thank you very much. Lucia Lucia Prieto Godino PhD student. Department of Zoology, Downing street University of Cambridge. UK
wilcoxon test with bonferroni correction
2 messages · Laura Lucia Prieto Godino, Chuck Cleland
On 2/1/2009 8:32 PM, Laura Lucia Prieto Godino wrote:
Hi! I need to run a wilcoxon (Mann-whitly, in fact) test with bonferroni correction, as I am running 10 consecutive wilcoxon test not independent, and I know that bonferroni will partially correct for this problem, but I have no idea how to do it with R, I have been looking in the archive but couldn't understand how to do it. The format I am using at the moment is r4_o <- [1] 1.05 2.60 1.57 3.07 1.20 1.00 2.11 1.10 0.10 r4_m <- [1] 0 0 0 0 0 0 0 0 0 wilcoxon.test (r4_o, r3_m) Does any body know how to make the bonferroni correction when I compare them with the wilcoxon test?
# Ten p-values
X <- seq(.001, .10, len=10)
X
[1] 0.001 0.012 0.023 0.034 0.045 0.056 0.067 0.078 0.089 0.100 # Same ten p-values adjusted by the Bonferroni method
p.adjust(X, method="bonferroni")
[1] 0.01 0.12 0.23 0.34 0.45 0.56 0.67 0.78 0.89 1.00 ?p.adjust
Thank you very much. Lucia Lucia Prieto Godino PhD student. Department of Zoology, Downing street University of Cambridge. UK
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