Qingyuan Zhao
Qingyuan Zhao
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Causal-Inference
Selective Randomization Inference for Adaptive Experiments
We apply ideas from post-selection inference to randomization tests for adaptive experiments.
Design: The Elusive Principle of Statistics
Sensitivity analysis for observational studies: past, present, and future
Causal mediation analysis for time-varying heritable risk factors with Mendelian Randomization
A new Bayesian full-information method for life-course Mendelian randomization
Confounder selection via iterative graph expansion
Sensitivity analysis via stochastic programming
Confounder selection via iterative graph expansion
Confounder selection via iterative graph expansion
We propose a systematic way to select confounders
Almost exact Mendelian randomization
By combining causal graphs and randomization inference, a formal justification for Mendelian randomization is given in the context of with-family studies.
Sensitivity Analysis with the $R^2$-calculus
A new approach to sensitivity analysis in linear SEMs using stochastic optimization and the $R^2$-calculus
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