--- a +++ b/man/RMT_threshold.Rd @@ -0,0 +1,58 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/2-3.RMT.R +\name{RMT_threshold} +\alias{RMT_threshold} +\alias{rmt} +\title{Get RMT threshold for a correlation matrix} +\usage{ +RMT_threshold( + occor.r, + out_dir, + min_threshold = 0.5, + max_threshold = 0.8, + step = 0.02, + gif = FALSE, + verbose = FALSE +) + +rmt(occor.r, min_threshold = 0.5, max_threshold = 0.85, step = 0.01) +} +\arguments{ +\item{occor.r}{a corr object or a correlation matrix} + +\item{out_dir}{output dir} + +\item{min_threshold}{min_threshold} + +\item{max_threshold}{max_threshold} + +\item{step}{step} + +\item{gif}{render a .gif file?} + +\item{verbose}{verbose} +} +\value{ +a r-threshold + +recommend threshold +} +\description{ +Get RMT threshold for a correlation matrix + +Get RMT threshold for a correlation matrix roughly +} +\examples{ +\donttest{ +data(otutab, package = "pcutils") +t(otutab) -> totu +c_net_calculate(totu) -> corr +rmt(corr) +# recommend: 0.69 +c_net_build(corr, r_threshold = 0.69) -> co_net_rmt +} +} +\references{ +J. Zhou, Y. Deng, FALSE. Luo, Z. He, Q. Tu, X. Zhi, (2010) Functional Molecular Ecological Networks, doi:10.1128/mBio.00169-10. +\url{https://matstat.org/content_en/RMT/RMThreshold_Intro.pdf} +}