Assessing Proximal and Distal Causal Excursion Effects for Micro-Randomized Trials


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Documentation for package ‘MRTAnalysis’ version 0.2.0

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data_binary A synthetic data set of an MRT with binary proximal outcomes
data_distal_continuous A synthetic data set of an MRT with continuous distal outcome
data_mimicHeartSteps A synthetic data set that mimics the HeartSteps V1 data structure to illustrate the use of [wcls()] function for continuous proximal outcomes
dcee Distal Causal Excursion Effect (DCEE) Estimation
emee Estimates the causal excursion effect for binary outcome MRT
emee2 Estimates the causal excursion effect for binary outcome MRT
summary.dcee_fit Summary for DCEE fits
summary.emee_fit Summarize Causal Excursion Effect Fits for MRT with Binary Outcomes
summary.wcls_fit Summarize Causal Excursion Effect Fits for MRT with Continuous Outcomes
wcls Estimates the causal excursion effect for continuous outcome MRT