Pinned Repositories
A-test-for-gene-environment-additive-interaction
R code for "A general approach to detect gene (G)-environment (E) additive interaction leveraging G-E independence in case-control studies" by Eric J. Tchetgen Tchetgen, Xu Shi, Benedict H.W. Wong, and Tamar Sofer
CPT_visualization
Shiny app for hypothesis testing, penalized regression, and visualization for comparison of count data (Current Procedural Terminology codes) that are potentially rare, unbalanced, over-dispersed, and zero-inflated.
credence-to-causal-estimation
A framework for generating complex and realistic datasets for use in evaluating causal inference methods.
iSphereMAP
R code for "Spherical Regression under Mismatch Corruption with Application to Automated Knowledge Translation" by Xu Shi, Xiaoou Li, and Tianxi Cai
medical-data
NegativeControlCategorical
R code for "Multiply Robust Causal Inference with Double Negative Control Adjustment for Categorical Unmeasured Confounding" by Xu Shi, Wang Miao, and Eric Tchetgen Tchetgen
OnlineCausal
This repository includes source code for online causal inference.
RobustMediation
R code for "Estimation of natural indirect effects robust to unmeasured confounding and mediator measurement error" by Isabel R. Fulcher, Xu Shi and Eric J. Tchetgen Tchetgen
SISG2020
UW Summer Institute in Statistical Genetics Module 5
SyntheticControl
R code for "Theory for identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework" by Xu Shi, Wang Miao, Mengtong Hu, and Eric Tchetgen Tchetgen
shixu0830's Repositories
shixu0830/NegativeControlCategorical
R code for "Multiply Robust Causal Inference with Double Negative Control Adjustment for Categorical Unmeasured Confounding" by Xu Shi, Wang Miao, and Eric Tchetgen Tchetgen
shixu0830/SyntheticControl
R code for "Theory for identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework" by Xu Shi, Wang Miao, Mengtong Hu, and Eric Tchetgen Tchetgen
shixu0830/medical-data
shixu0830/OnlineCausal
This repository includes source code for online causal inference.
shixu0830/RobustMediation
R code for "Estimation of natural indirect effects robust to unmeasured confounding and mediator measurement error" by Isabel R. Fulcher, Xu Shi and Eric J. Tchetgen Tchetgen
shixu0830/SISG2020
UW Summer Institute in Statistical Genetics Module 5
shixu0830/A-test-for-gene-environment-additive-interaction
R code for "A general approach to detect gene (G)-environment (E) additive interaction leveraging G-E independence in case-control studies" by Eric J. Tchetgen Tchetgen, Xu Shi, Benedict H.W. Wong, and Tamar Sofer
shixu0830/CPT_visualization
Shiny app for hypothesis testing, penalized regression, and visualization for comparison of count data (Current Procedural Terminology codes) that are potentially rare, unbalanced, over-dispersed, and zero-inflated.
shixu0830/credence-to-causal-estimation
A framework for generating complex and realistic datasets for use in evaluating causal inference methods.
shixu0830/iSphereMAP
R code for "Spherical Regression under Mismatch Corruption with Application to Automated Knowledge Translation" by Xu Shi, Xiaoou Li, and Tianxi Cai
shixu0830/iSphereMAP-python-package
Python-based common computational tools for spherical regression under mismatch corruption
shixu0830/PSregress
R code for "Safety Surveillance and the Estimation of Risk in Select Populations: Flexible Methods to Control for Confounding while Targeting Marginal Comparisons via Standardization" by Xu Shi, Robert Wellman, Patrick J. Heagerty, Jennifer C. Nelson, and Andrea J. Cook
shixu0830/rhubb.github.io
shixu0830/SISG2020Module5
shixu0830/SISG2021Module5
shixu0830/SISG2022Module5
shixu0830/toolspresentation
Short, informal presentation on workflow tools for a statistician
shixu0830/TwoPhaseSampling
shixu0830/VisualCPT
R package for hypothesis testing, penalized regression, and visualization for comparison of count data (Current Procedural Terminology codes) that are potentially rare, unbalanced, over-dispersed, and zero-inflated.