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 |