-## mantel.test.R (2006-07-28)
+## mantel.test.R (2011-06-22)
## Mantel Test for Similarity of Two Matrices
m[col(m) <= row(m)]
}
-mantel.test <- function (m1, m2, nperm = 1000, graph = FALSE, ...)
+mantel.test <- function (m1, m2, nperm = 1000, graph = FALSE,
+ alternative = "two.sided", ...)
{
+ alternative <- match.arg(alternative, c("two.sided", "less", "greater"))
n <- nrow(m1)
realz <- mant.zstat(m1, m2)
nullstats <- replicate(nperm, mant.zstat(m1, perm.rowscols(m2, n)))
- pval <- sum(nullstats > realz)/nperm
+ pval <- switch(alternative,
+ "two.sided" = 2 * sum(abs(nullstats) > abs(realz)),
+ "less" = sum(nullstats < realz),
+ "greater" = sum(nullstats > realz))
+ pval <- pval / nperm
if (graph) {
plot(density(nullstats), type = "l", ...)
abline(v = realz)
}
- list(z.stat = realz, p = pval)
+ list(z.stat = realz, p = pval, alternative = alternative)
}