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Jieru Shi's Projects

a2-wcls icon a2-wcls

Incorporating Auxiliary Variables to Improve the Efficiency of Time-Varying Treatment Effect Estimation

binary-outcome-mrt icon binary-outcome-mrt

Code to reproduce results in the paper "Estimating time-varying causal excursion effect in mobile health with binary outcomes" (Biometrika, 2020) by Tianchen Qian et al.

binarymrt-mhealth icon binarymrt-mhealth

Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity with Binary Outcomes

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

dml-wcls icon dml-wcls

A Meta-Learning Method for Estimation of Causal Excursion Effects to Assess Time-Varying Moderation

herashi.github.io icon herashi.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mhealthmoderation icon mhealthmoderation

Simulation results for "Assessing Time-Varying Causal Effect Moderation in Mobile Health"

mobile-health-group icon mobile-health-group

This repository contains the slides and resources that are presented in the Mobile Health Group workshop.

mrt-mhealthmoderation icon mrt-mhealthmoderation

Assessing Time-Varying Causal Effect Moderation in the Presence of Cluster-Level Treatment Effect Heterogeneity

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