MFSIS
Model-Free Sure Independent Screening Procedures
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>), PSIS (Pan et al. (2016) <doi:10.1080/01621459.2014.998760>), CAS (Xie et al. (2020) <doi:10.1080/01621459.2019.1573734>), CI-SIS (Cheng and Wang. (2023) <doi:10.1016/j.cmpb.2022.107269>) and CSIS (Cheng et al. (2023) <doi:10.1007/s00180-023-01399-5>).
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.0 |
rolling linux/jammy R-4.5 | MFSIS_0.3.0.tar.gz |
141.0 KiB |
0.3.0 |
rolling linux/noble R-4.5 | MFSIS_0.3.0.tar.gz |
141.1 KiB |
0.3.0 |
rolling source/ R- | MFSIS_0.3.0.tar.gz |
26.3 KiB |
0.3.0 |
latest linux/jammy R-4.5 | MFSIS_0.3.0.tar.gz |
141.0 KiB |
0.3.0 |
latest linux/noble R-4.5 | MFSIS_0.3.0.tar.gz |
141.1 KiB |
0.3.0 |
latest source/ R- | MFSIS_0.3.0.tar.gz |
26.3 KiB |
0.3.0 |
2026-04-26 source/ R- | MFSIS_0.3.0.tar.gz |
26.3 KiB |
0.3.0 |
2026-04-23 source/ R- | MFSIS_0.3.0.tar.gz |
26.3 KiB |
0.3.0 |
2026-04-09 windows/windows R-4.5 | MFSIS_0.3.0.zip |
144.6 KiB |
0.3.0 |
2025-04-20 source/ R- | MFSIS_0.3.0.tar.gz |
26.3 KiB |