HIMA: High-Dimensional Mediation Analysis
Allows to estimate and test high-dimensional mediation effects based on advanced mediator screening and penalized regression techniques. Methods used in the package refer to Zhang H, Zheng Y, Zhang Z, Gao T, Joyce B, Yoon G, Zhang W, Schwartz J, Just A, Colicino E, Vokonas P, Zhao L, Lv J, Baccarelli A, Hou L, Liu L. Estimating and Testing High-dimensional Mediation Effects in Epigenetic Studies. Bioinformatics. (2016) <doi:10.1093/bioinformatics/btw351>. PMID: 27357171.
| Version: |
2.3.0 |
| Depends: |
R (≥ 3.4.0), ncvreg, glmnet |
| Imports: |
utils, stats, MASS, survival, HDMT, hdi, conquer, quantreg, hommel, iterators, parallel, foreach, doParallel |
| Published: |
2024-10-28 |
| DOI: |
10.32614/CRAN.package.HIMA |
| Author: |
Yinan Zheng  [aut,
cre],
Haixiang Zhang [aut],
Lifang Hou [aut],
Lei Liu [aut, cph] |
| Maintainer: |
Yinan Zheng <y-zheng at northwestern.edu> |
| BugReports: |
https://github.com/YinanZheng/HIMA/issues/ |
| License: |
GPL-3 |
| URL: |
https://github.com/YinanZheng/HIMA/ |
| NeedsCompilation: |
no |
| Citation: |
HIMA citation info |
| Materials: |
README NEWS |
| In views: |
Epidemiology |
| CRAN checks: |
HIMA results |
Documentation:
Downloads:
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