Xiao Liu

11PUBLICATIONS
5CO-AUTHORS
Econometric and statistical methodsCancer therapy (excl. chemotherapy and radiation therapy)Counselling psychologyEvolutionary psychological studiesLarge and complex data theory
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Publications (11)

|Aug 29, 2026
Sensitivity analysis for unmeasured pretreatment confounders in causal mediation analysis with debiased machine learning.

|Oct 28, 2025
PND.heter.cluster: An R package for estimating cluster-specific treatment effects in partially nested designs.

Chi Ma, Xiao Liu

|Sep 25, 2025
Assessing heterogeneous causal effects across clusters in partially nested designs.

Xiao Liu

|May 23, 2024
Detecting mediation effects with the Bayes factor: Performance evaluation and tools for sample size determination.

Xiao Liu, Zhiyong Zhang, Lijuan Wang

|Feb 21, 2024
Propensity Score Weighting with Missing Data on Covariates and Clustered Data Structure.

Xiao Liu

|Apr 13, 2023
Causal inference for treatment effects in partially nested designs.

Xiao Liu, Fang Liu, Laura Miller-Graff

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Frequent Collaborators

1 joint publications

Fang Liu

1 joint publications

Laura Miller-Graff

1 joint publications

Kathryn H Howell

1 joint publications

Chi Ma