MRTAnalysis: Primary and Secondary Analyses for Micro-Randomized Trials
Estimates marginal causal excursion effects and moderated causal excursion effects for micro-randomized trial (MRT). Applicable to MRT with binary treatment options and continuous or binary outcomes. The method for MRT with continuous outcomes is the weighted centered least squares (WCLS) by Boruvka et al. (2018) <doi:10.1080/01621459.2017.1305274>. The method for MRT with binary outcomes is the estimator for marginal excursion effect (EMEE) by Qian et al. (2021) <doi:10.1093/biomet/asaa070>.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.2) |
| Imports: | rootSolve, stats, geepack, sandwich |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2023-03-11 |
| Author: | Tianchen Qian 
[aut, cre],
Shaolin Xiang [aut],
Zhaoxi Cheng [aut],
Audrey Boruvka [ctb] |
| Maintainer: | Tianchen Qian <t.qian at uci.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | MRTAnalysis results |
Documentation:
| Reference manual: | MRTAnalysis.pdf |
| Vignettes: |
Primary and Secondary Analysis for Micro-Randomized Trial (MRT) |
Downloads:
| Package source: | MRTAnalysis_0.1.1.tar.gz |
| Windows binaries: | r-devel: MRTAnalysis_0.1.1.zip, r-release: MRTAnalysis_0.1.1.zip, r-oldrel: MRTAnalysis_0.1.1.zip |
| macOS binaries: | r-release (arm64): MRTAnalysis_0.1.1.tgz, r-oldrel (arm64): MRTAnalysis_0.1.1.tgz, r-release (x86_64): MRTAnalysis_0.1.1.tgz, r-oldrel (x86_64): MRTAnalysis_0.1.1.tgz |
| Old sources: | MRTAnalysis archive |
Linking:
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