CRAN/E | MRTAnalysis

MRTAnalysis

Primary and Secondary Analyses for Micro-Randomized Trials

Installation

About

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.

Key Metrics

Version 0.1.2
R ≥ 4.2
Published 2023-07-01 308 days ago
Needs compilation? no
License GPL-3
CRAN checks MRTAnalysis results

Downloads

Yesterday 4 0%
Last 7 days 40 -11%
Last 30 days 148 -7%
Last 90 days 408 -29%
Last 365 days 1.922 +541%

Maintainer

Maintainer

Tianchen Qian

t.qian@uci.edu

Authors

Tianchen Qian

aut / cre

Shaolin Xiang

aut

Zhaoxi Cheng

aut

Audrey Boruvka

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Primary and Secondary Analysis for Micro-Randomized Trial (MRT)

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MRTAnalysis archive

Depends

R ≥ 4.2

Imports

rootSolve
stats
geepack
sandwich

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0