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, Hou L, Liu L, HIMA: An R Package for High-Dimensional Mediation Analysis. Journal of Data Science. (2025). <doi:10.6339/25-JDS1192>.
| Version: | 2.3.3 |
| Depends: | R (≥ 3.5),ncvreg,glmnet |
| Imports: | utils, stats,MASS,survival,nlme,HDMT,hdi,conquer,quantreg,hommel,iterators, parallel,foreach,doParallel |
| Suggests: | knitr,rmarkdown,testthat |
| Published: | 2025-11-17 |
| 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 |
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