Package: MFSIS
Type: Package
Title: Moder-Free Sure Independent Screening Procedures
Version: 0.1.1
Date: 2021-12-10
Authors@R: c(
              person("Xuewei", "Cheng", role = c("aut","cre"), email = "xwcheng@csu.edu.cn"),
              person("Hong", "Wang", role = c("aut"), email = "wh@csu.edu.cn"),
              person("Liping", "Zhu", role = c("aut"), email = "zhu.liping@ruc.edu.cn"),
              person("Wei", "Zhong", role = c("aut"), email = "wzhong@xmu.edu.cn"),
              person("Hanpu", "Zhou", role = c("aut"), email = "zhouhanpu@csu.edu.cn")
              )
Author: Xuewei Cheng [aut, cre],
  Hong Wang [aut],
  Liping Zhu [aut],
  Wei Zhong [aut],
  Hanpu Zhou [aut]
Maintainer: Xuewei Cheng <xwcheng@csu.edu.cn>
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) <doi:10.1111/j.1467-9868.2008.00674.x>), SIRS(Zhu et al. (2011)<doi:10.1198/jasa.2011.tm10563>), DC-SIS (Li et al. (2012) <doi:10.1080/01621459.2012.695654>), MDC-SIS(Shao and Zhang (2014) <doi:10.1080/01621459.2014.887012>), Bcor-SIS (Pan et al. (2019) <doi:10.1080/01621459.2018.1462709>), PC-Screen (Liu et al. (2020) <doi:10.1080/01621459.2020.1783274>), WLS (Zhong et al.(2021) <doi:10.1080/01621459.2021.1918554>), Kfilter (Mai and Zou (2015) <doi:10.1214/14-AOS1303>), MVSIS (Cui et al. (2015) <doi:10.1080/01621459.2014.920256>) and CSIS.
License: GPL (>= 2)
SystemRequirements: Python (>= 3.8.0)
Encoding: UTF-8
Imports: survival, MASS, Ball, reticulate, stats, pkgdown, crayon, cli,
        dr, fs
Suggests: knitr, randomForestSRC, SIS, glmnet, ncvreg, parallel,
        foreach, utils
NeedsCompilation: no
Repository: CRAN
RoxygenNote: 7.1.2
Packaged: 2021-12-15 01:10:01 UTC; d
Date/Publication: 2021-12-15 07:40:17 UTC
