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stat.ME2022
Sensitivity Analysis for Causal Decomposition Analysis: Assessing Robustness Toward Omitted Variable Bias
Soojin Park, Suyeon Kang, Chioun Lee +1
A key objective of decomposition analysis is to identify a factor (the 'mediator') contributing to disparities in an outcome between social groups. In decomposition analysis, a sch…
stat.ME2021★ 1 cited
Choosing an Optimal Method for Causal Decomposition Analysis: A Better Practice for Identifying Contributing Factors to Health Disparities
Soojin Park, Suyeon Kang, Chioun Lee
Causal decomposition analysis provides a way to identify mediators that contribute to health disparities between marginalized and non-marginalized groups. In particular, the degree…
stat.ME2020★ 1 cited
Estimation and Sensitivity Analysis for Causal Decomposition in Heath Disparity Research
Soojin Park, Chioun Lee, Xu Qin
In the field of disparities research, there has been growing interest in developing a counterfactual-based decomposition analysis to identify underlying mediating mechanisms that h…