Nonlinear predictive models for multiple mediation analysis: with an application to explore ethnic disparities in anxiety and depression among cancer survivors

DOI10.1007/s11336-018-9612-2zbMath1422.62362OpenAlexW2795641020WikidataQ52611108 ScholiaQ52611108MaRDI QIDQ2318857

Kaelen L. Medeiros, Xiaocheng Wu, Qingzhao Yu, Roxanne E. Jensen

Publication date: 16 August 2019

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc6168435

zbMATH Keywords

nonlinear modelshealth-related quality of lifeethnic disparitymediation/confounding analysisMY-health study

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Applications of statistics to biology and medical sciences; meta analysis (62P10) General nonlinear regression (62J02) Applications of statistics to psychology (62P15)

Related Items (4)

Social network mediation analysis: a latent space approach ⋮ 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 ⋮ Differential item functioning analyses of the Patient-reported outcomes measurement information system (PROMIS{\circledR}) measures: methods, challenges, advances, and future directions ⋮ A multivariate multiple third-variable effect analysis with an application to explore racial and ethnic disparities in obesity

Uses Software

• gss
• mma

Cites Work

• Unnamed Item
• Greedy function approximation: A gradient boosting machine.
• Conceptual issues concerning mediation, interventions and composition
• Causal Mediation Analyses with Rank Preserving Models
• Direct and Indirect Effects

This page was built for publication: Nonlinear predictive models for multiple mediation analysis: with an application to explore ethnic disparities in anxiety and depression among cancer survivors