Longitudinal associations between prosocial behavior and behavioral problems across childhood: A robust random-intercept cross-lagged panel model.
Sign Up to like & getrecommendations! Published in 2022 at "Developmental psychology"
DOI: 10.1037/dev0001346
Abstract: Prior studies have indicated that prosocial behavior might be a protective factor for developing internalizing and externalizing behavioral problems. However, little research has been conducted on within-person changes of prosocial behavior and behavioral problems over… read more here.
Keywords: behavioral problems; random intercept; childhood; prosocial behavior ... See more keywords
On a logistic regression model with random intercept: diagnostic analytics, simulation and biological application
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1777293
Abstract: This article proposes a methodology for diagnostics in a logistic regression with random intercept motivated by a biological study. The methodology includes local and global influence techniques allowing us to contrast the results of both… read more here.
Keywords: random intercept; application; methodology; logistic regression ... See more keywords
The Reciprocal Relationship of Physical Capacity and Mental Health: A Random Intercept Cross-Lagged Panel Model Analysis.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of gerontological social work"
DOI: 10.1080/01634372.2023.2197017
Abstract: This study investigates the mutual influence of mental health and physical capacity in older adults, considering potential gender differences. Data from 7,504 Medicare beneficiaries aged 65+ from the NHATS 2011-2015 surveys were analyzed using a… read more here.
Keywords: capacity; physical capacity; capacity mental; mental health ... See more keywords
Robust integer-valued designs for linear random intercept models
Sign Up to like & getrecommendations! Published in 2018 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2017.1373820
Abstract: ABSTRACT This article considers the robust design problem for linear random intercept models with both departures from fixed effects and correlated errors on a finite design space. Two strategies are proposed. One is a worst-case… read more here.
Keywords: integer valued; robust integer; random intercept; intercept models ... See more keywords
Longitudinal Joint Modelling of Ordinal and Overdispersed Count Outcomes: A Bridge Distribution for the Ordinal Random Intercept
Sign Up to like & getrecommendations! Published in 2021 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2021/5521881
Abstract: Associated longitudinal response variables are faced with variations caused by repeated measurements over time along with the association between the responses. To model a longitudinal ordinal outcome using generalized linear mixed models, integrating over a… read more here.
Keywords: ordinal logistic; bridge distribution; random intercept; count ... See more keywords