X-Git-Url: https://git.donarmstrong.com/?a=blobdiff_plain;f=man%2Fmantel.test.Rd;h=07dfc395858fc259d53c38910f5e04b421298d3d;hb=a2fc961dffe9f9b7994ed880e68c03b2334dc341;hp=5364952c46d25a213dfada17557f03203d6f3f98;hpb=f3304b6f40610d9b7306a9275d593b5c038ab0a0;p=ape.git diff --git a/man/mantel.test.Rd b/man/mantel.test.Rd index 5364952..07dfc39 100644 --- a/man/mantel.test.Rd +++ b/man/mantel.test.Rd @@ -2,7 +2,8 @@ \alias{mantel.test} \title{Mantel Test for Similarity of Two Matrices} \usage{ -mantel.test(m1, m2, nperm = 1000, graph = FALSE, ...) +mantel.test(m1, m2, nperm = 999, graph = FALSE, + alternative = "two.sided", ...) } \arguments{ \item{m1}{a numeric matrix giving a measure of pairwise distances, @@ -12,34 +13,38 @@ mantel.test(m1, m2, nperm = 1000, graph = FALSE, ...) \item{nperm}{the number of times to permute the data.} \item{graph}{a logical indicating whether to produce a summary graph (by default the graph is not plotted).} + \item{alternative}{a character string defining the alternative + hypothesis: \code{"two.sided"} (default), \code{"less"}, + \code{"greater"}, or any unambiguous abbreviation of these.} \item{\dots}{further arguments to be passed to \code{plot()} (to add a title, change the axis labels, and so on).} } \description{ This function computes Mantel's permutation test for similarity of two matrices. It permutes the rows and columns of the two matrices - randomly and calculates a Z-statistic. + randomly and calculates a \eqn{Z}-statistic. } \details{ - The function calculates a Z-statistic for the Mantel test, equal to + The function calculates a \eqn{Z}-statistic for the Mantel test, equal to the sum of the pairwise product of the lower triangles of the permuted matrices, for each permutation of rows and columns. It - compares the permuted distribution with the Z-statistic observed for - the actual data. + compares the permuted distribution with the \eqn{Z}-statistic observed + for the actual data. If \code{graph = TRUE}, the functions plots the density estimate of - the permutation distribution along with the observed Z-statistic as a - vertical line. + the permutation distribution along with the observed \eqn{Z}-statistic + as a vertical line. - The \code{...} argument allows the user to give further options to + The \code{\dots} argument allows the user to give further options to the \code{plot} function: the title main be changed with \code{main=}, the axis labels with \code{xlab =}, and \code{ylab =}, and so on. } \value{ - \item{z.stat}{the Z-statistic (sum of rows*columns of lower triangle) - of the data matrices.} - \item{p}{P-value (quantile of the observed Z-statistic in the - permutation distribution).} + \item{z.stat}{the \eqn{Z}-statistic (sum of rows*columns of lower + triangle) of the data matrices.} + \item{p}{\eqn{P}-value (quantile of the observed \eqn{Z}-statistic in + the permutation distribution).} + \item{alternative}{the alternative hypothesis.} } \references{ Mantel, N. (1967) The detection of disease clustering and a @@ -49,8 +54,8 @@ mantel.test(m1, m2, nperm = 1000, graph = FALSE, ...) Manly, B. F. J. (1986) \emph{Multivariate statistical methods: a primer.} London: Chapman & Hall. } -\author{Original code in S by Ben Bolker \email{bolker@zoo.ufl.edu}, ported - to \R by Julien Claude \email{claude@isem.univ-montp2.fr} +\author{ + Original code in S by Ben Bolker, ported to \R by Julien Claude } \examples{ q1 <- matrix(runif(36), nrow = 6)