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MFSIS  

Model-Free Sure Independent Screening Procedures
View on CRAN: Click here


Download and install MFSIS package within the R console
Install from CRAN:
install.packages("MFSIS")

Install from Github:
library("remotes")
install_github("cran/MFSIS")

Install by package version:
library("remotes")
install_version("MFSIS", "0.3.0")



Attach the package and use:
library("MFSIS")
Maintained by
Xuewei Cheng
[Scholar Profile | Author Map]
First Published: 2021-12-07
Latest Update: 2022-12-18
Description:
An implementation of popular screening methods that are commonly employed in ultra-high and high dimensional data. Through this publicly available package, we provide a unified framework to carry out model-free screening procedures including SIS (Fan and Lv (2008) ), SIRS(Zhu et al. (2011)), DC-SIS (Li et al. (2012) ), MDC-SIS(Shao and Zhang (2014) ), Bcor-SIS (Pan et al. (2019) ), PC-Screen (Liu et al. (2020) ), WLS (Zhong et al.(2021) ), Kfilter (Mai and Zou (2015) ), MVSIS (Cui et al. (2015) ), PSIS (Pan et al. (2016) ), CAS (Xie et al. (2020) ), CI-SIS (Cheng and Wang. (2022) )and CSIS.
How to cite:
Xuewei Cheng (2021). MFSIS: Model-Free Sure Independent Screening Procedures. R package version 0.3.0, https://cran.r-project.org/web/packages/MFSIS. Accessed 02 May. 2025.
Previous versions and publish date:
0.1.0 (2021-12-07 12:50), 0.1.1 (2021-12-15 08:40), 0.1.2 (2022-01-06 13:30), 0.1.3 (2022-04-20 12:02), 0.2.0 (2022-12-18 17:40), 0.2.1 (2024-05-30 09:20)
Other packages that cited MFSIS R package
View MFSIS citation profile
Other R packages that MFSIS depends, imports, suggests or enhances
Complete documentation for MFSIS
Functions, R codes and Examples using the MFSIS R package
Some associated functions: BcorSIS . CAS . CISIS . CSIS . Cor . DCSIS . GendataAFT . GendataCox . GendataGP . GendataIM . GendataLDA . GendataLGM . GendataLM . GendataMRM . GendataPM . GendataTM . Kfilter . Kfilter_fused . Kfilter_single . MDCSIS . MFSIS . MVSIS . PCSIS . PSIS . SIRS . SIS . Simdata . WLS . get_arccos . projection_corr . req_py . 
Some associated R codes: BcorSIS.R . CAS.R . CISIS.R . CSIS.R . DCSIS.R . GendataAFT.R . GendataCox.R . GendataGP.R . GendataIM.R . GendataLDA.R . GendataLGM.R . GendataLM.R . GendataMRM.R . GendataPM.R . GendataTM.R . Kfilter.R . MDCSIS.R . MFSIS.R . MVSIS.R . PCSIS.R . PSIS.R . SIRS.R . SIS.R . Simdata.R . WLS.R . req_py.R .  Full MFSIS package functions and examples
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