not sure which library 'pcor' is in, but why don't you just use the ranks of the variables and then perform the correlation on the ranks:
x<-sample(1:10,10,rep=T) y<-x+ sample(1:10,10,rep=T) cor(x,y) cor(rank(x),rank(y)) HTH david freedman Jürg Brendan Logue wrote: > > Hej! > > > > I have the following problem: > > > > I would like to do partial correlations on non-parametric data. I checked > "pcor" (Computes the partial correlation between two variables given a set > of other variables) but I do not know how to change to a Spearman Rank > Correlation method [pcor(c("BCDNA","ImProd","A365"),var(PCor))] > > > > Here's a glimpse of my data (data is raw data). > > > A436 > > A365 > > Chla > > ImProd > > BCDNA > > > 0.001 > > 0.003 > > 0.624889 > > 11.73023 > > 0.776919 > > > 0.138 > > 0.126 > > 0.624889 > > 27.29432 > > 0.357468 > > > 0.075 > > 0.056 > > 0.624889 > > 105.3115 > > 0.429785 > > > 0.009 > > 0.008 > > 0.312444 > > 55.2929 > > 0.547752 > > > 0.005 > > 0.002 > > 0.624889 > > 26.9638 > > 0.738775 > > > 0.018 > > 0.006 > > 0.312444 > > 31.14836 > > 0.705814 > > > 0.02 > > 0.018 > > 2.22E-16 > > 11.90303 > > 0.755003 > > > 0.002 > > 0.003 > > 0.624889 > > 7.829781 > > 0.712091 > > > 0.047 > > 0.044 > > 1.523167 > > 1.423823 > > 0.710939 > > > 0.084 > > 0.056 > > 13.7085 > > 1.533703 > > 0.280171 > > > > Im really grateful for any help since I only recently started employing > R. > > > > Best regards, > JBL > > > > > > > > > > > > > [[alternative HTML version deleted]] > > > ______________________________________________ > R-help@r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide > http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. > > ----- David Freedman Atlanta -- View this message in context: http://www.nabble.com/partial-correlation-tp20900010p20901761.html Sent from the R help mailing list archive at Nabble.com. ______________________________________________ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.