A multivariate multiple third-variable effect analysis with an application to explore racial and ethnic disparities in obesity

DOI10.1080/02664763.2020.1738359OpenAlexW3009557441MaRDI QIDQ5861544

Bin Li, Qingzhao Yu

Publication date: 1 March 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954135

zbMATH Keywords

nonlinear modelsmultivariate responsemediator/confounder effctmulti-categorical exposures

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Related Items (1)

Inference on moderation effect with third-variable effect analysis – application to explore the trend of racial disparity in oncotype dx test for breast cancer treatment

Uses Software

• R
• mma

Cites Work

• Greedy function approximation: A gradient boosting machine.
• Conceptual issues concerning mediation, interventions and composition
• Nonlinear predictive models for multiple mediation analysis: with an application to explore ethnic disparities in anxiety and depression among cancer survivors
• Causal Mediation Analyses with Rank Preserving Models

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