Subsetting Top Significant Distribution Pairs and Output Graphics.
D3M object resulted from d3m.
the number of top distribution pairs to be investigated. Default is 10.
whether output the grphics based on Q-Q plot. Defarult is plot.it=TRUE.
this function extract a subset of the most significant distribution pairs based on p-values. The graphical representation is based on Q-Q plots, which represents the shape difference being tested by d3m function.
top.cases top significant distributions in case group.
top.control top significant distributions in control group.
pval p-values related to top significant distribution pairs.
Q-Q plots of distribution pairs.
Yusuke Matsui & Teppei Shimamura
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library(D3M) nrep <- 12 cases <- Map(rbeta,rep(30,nrep),rep(1,nrep),rep(5,nrep)); cases <- do.call("rbind",cases) control <- Map(rbeta,rep(30,nrep),rep(1,nrep),rep(5,nrep)); control <- do.call("rbind",control) obj <- d3m(cases,control,paranum = 101, q = 2, bsn = 1000) topD3M(obj,ntop = 10,plot.it = TRUE)
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