A R package for change-point testing with FDR control in large-scale data streams.
Please refer to our paper: Activation Discovery with FDR Control: Application to fMRI Data by Mengtao Wen, Guanghui Wang, Changliang Zou and Zhaojun Wang.
Before installing this package, the dependence packages "glmnet", "POET", "CovTools", "simex", "knitr", and "rmarkdown" need installing, which can be fulfilled by the R command:
install.packages(c("glmnet", "POET", "CovTools", "simex", "knitr", "rmarkdown"))
Then the package can be installed by the R command:
devtools::install_github("MengtaoWen/SLIP", build_vignettes = TRUE)
The vignette, introducing the usage of the SLIP, can be browsed by the R command:
browseVignettes("SLIP")