MFSIS

Model-Free Sure Independent Screening Procedures

CRAN Package

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), SIRSZhu et al. (2011), DC-SIS Li et al. (2012), MDC-SISShao 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. (2023) and CSIS Cheng et al. (2023).


Documentation


Team


Insights

Last 30 days

This package has been downloaded 352 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 16, 2025
3 downloadsMar 17, 2025
14 downloadsMar 18, 2025
6 downloadsMar 19, 2025
11 downloadsMar 20, 2025
10 downloadsMar 21, 2025
9 downloadsMar 22, 2025
11 downloadsMar 23, 2025
47 downloadsMar 24, 2025
12 downloadsMar 25, 2025
1 downloadsMar 26, 2025
7 downloadsMar 27, 2025
40 downloadsMar 28, 2025
0 downloadsMar 29, 2025
4 downloadsMar 30, 2025
3 downloadsMar 31, 2025
29 downloadsApr 1, 2025
5 downloadsApr 2, 2025
16 downloadsApr 3, 2025
3 downloadsApr 4, 2025
20 downloadsApr 5, 2025
8 downloadsApr 6, 2025
16 downloadsApr 7, 2025
5 downloadsApr 8, 2025
8 downloadsApr 9, 2025
8 downloadsApr 10, 2025
10 downloadsApr 11, 2025
36 downloadsApr 12, 2025
3 downloadsApr 13, 2025
7 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
0
47

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 6,093 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Jul 21, 2024 with 81 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports9 packages
  • Suggests2 packages