Package: VariableScreening 0.2.1
VariableScreening: High-Dimensional Screening for Semiparametric Longitudinal Regression
Implements variable screening techniques for ultra-high dimensional regression settings. Techniques for independent (iid) data, varying-coefficient models, and longitudinal data are implemented. The package currently contains three screen functions: screenIID(), screenLD() and screenVCM(), and six methods for simulating dataset: simulateDCSIS(), simulateLD, simulateMVSIS(), simulateMVSISNY(), simulateSIRS() and simulateVCM(). The package is based on the work of Li-Ping ZHU, Lexin LI, Runze LI, and Li-Xing ZHU (2011) <doi:10.1198/jasa.2011.tm10563>, Runze LI, Wei ZHONG, & Liping ZHU (2012) <doi:10.1080/01621459.2012.695654>, Jingyuan LIU, Runze LI, & Rongling WU (2014) <doi:10.1080/01621459.2013.850086> Hengjian CUI, Runze LI, & Wei ZHONG (2015) <doi:10.1080/01621459.2014.920256>, and Wanghuan CHU, Runze LI and Matthew REIMHERR (2016) <doi:10.1214/16-AOAS912>.
Authors:
VariableScreening_0.2.1.tar.gz
VariableScreening_0.2.1.zip(r-4.5)VariableScreening_0.2.1.zip(r-4.4)VariableScreening_0.2.1.zip(r-4.3)
VariableScreening_0.2.1.tgz(r-4.4-any)VariableScreening_0.2.1.tgz(r-4.3-any)
VariableScreening_0.2.1.tar.gz(r-4.5-noble)VariableScreening_0.2.1.tar.gz(r-4.4-noble)
VariableScreening_0.2.1.tgz(r-4.4-emscripten)VariableScreening_0.2.1.tgz(r-4.3-emscripten)
VariableScreening.pdf |VariableScreening.html✨
VariableScreening/json (API)
| # Install 'VariableScreening' in R: |
| install.packages('VariableScreening', repos = c('https://dziakj1.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:e8fdd4fc42. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 12 2024 |
| R-4.5-win | NOTE | Nov 12 2024 |
| R-4.5-linux | NOTE | Nov 12 2024 |
| R-4.4-win | NOTE | Nov 12 2024 |
| R-4.4-mac | NOTE | Nov 12 2024 |
| R-4.3-win | OK | Nov 12 2024 |
| R-4.3-mac | OK | Nov 12 2024 |
Exports:screenIIDscreenLDscreenVCMsimulateDCSISsimulateLDsimulateMVSISsimulateMVSISNYsimulateSIRSsimulateVCM
