Hi, On Mon, Feb 27, 2012 at 2:28 PM, Hossm_R <hossamesap...@gmail.com> wrote: > Hi, > > I'm interested in incorporating some interaction terms between my > explanatory variables (distance matrices in this case) when I'm using the > function MRM of the package ecodist. The function is doing a multiple > regression on distance matrices.
MRM() will not process interaction terms. You can use R's regular regression methods to get estimates of the coefficients, but statistical significance from those methods is unusable in this case. I can get the function to work perfectly on > my explanatory matrices by adding a (+) sign as known. However, when I try > to use the (*) sign or (:) between two terms that I'd like to check the > interaction for, I get same results as with just additive model. Is there > something that I do wrong? > Thanks, > > *For example: * > >> mrm.S10z_A<- MRM(Adis ~ S10z.st+Distance.st, nperm=100) >> mrm.S10z_A > $coef > Adis pval > Int 0.553605282 0.06 > S10z.st -0.002587542 0.86 > Distance.st 0.028866573 0.07 > > $r.squared > R2 pval > 0.004180399 0.060000000 > > $F.test > F F.pval > 4.634535 0.060000 > >> mrm.S10z_A<- MRM(Adis ~ S10z.st*Distance.st, nperm=100) >> mrm.S10z_A > $coef > Adis pval > Int 0.553605282 0.05 > S10z.st -0.002587542 0.80 > Distance.st 0.028866573 0.07 > > $r.squared > R2 pval > 0.004180399 0.050000000 > > $F.test > F F.pval > 4.634535 0.050000 > >> mrm.S10z_A<- MRM(Adis ~ S10z.st:Distance.st, nperm=100) >> mrm.S10z_A > $coef > Adis pval > Int 0.553605282 0.05 > S10z.st -0.002587542 0.81 > Distance.st 0.028866573 0.11 > > $r.squared > R2 pval > 0.004180399 0.050000000 > > $F.test > F F.pval > 4.634535 0.050000 > > -- Sarah Goslee http://www.functionaldiversity.org ______________________________________________ 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.
