Nonlinear Predictive Models for Multiple Mediation Analysis: With an Application to Explore Ethnic Disparities in Anxiety and Depression Among Cancer Survivors

Nonlinear Predictive Models for Multiple Mediation Analysis: With an Application to Explore Ethnic Disparities in Anxiety and Depression Among Cancer Survivors

Mediation analysis allows the examination of effects of a third variable (mediator/confounder) in the causal pathway between an exposure and an outcome. The general multiple mediation analysis method (MMA), proposed by Yu et al., improves traditional methods (e.g., estimation of natural and controll...

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Bibliographic Details
Main Authors: Jensen, R.E (Author), Medeiros, K.L (Author), Wu, X. (Author), Yu, Q. (Author)
Format: Article
Language:English
Published: Springer New York LLC 2018
Subjects:
adult
Adult
aged
Aged
Aged, 80 and over
anxiety
Anxiety
cancer survivor
Cancer Survivors
Data Interpretation, Statistical
depression
Depression
ethnic disparity
ethnology
female
Female
follow up
Follow-Up Studies
health-related quality of life
Hispanic
Hispanic Americans
human
Humans
male
Male
mediation/confounding analysis
middle aged
Middle Aged
Models, Statistical
MY-Health study
Nonlinear Dynamics
nonlinear models
nonlinear system
psychology
Psychometrics
psychometry
quality of life
Quality of Life
Socioeconomic Factors
socioeconomics
statistical analysis
statistical model
very elderly
young adult
Young Adult
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Internet

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