Latent trait shared-parameter mixed models for missing ecological momentary assessment data

DOI10.1002/SIM.7989zbMATH Open1545.62284WikidataQ57467764 ScholiaQ57467764MaRDI QIDQ6625671

Robin J. Mermelstein, Donald Hedeker, John F. Cursio

Publication date: 28 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

longitudinal dataecological momentary assessmentshared-parameter modellatent traitintermittent missing data

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• An Application of a Mixed-Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) Data
• A Latent Autoregressive Model for Longitudinal Binary Data Subject to Informative Missingness
• Latent Pattern Mixture Models for Informative Intermittent Missing Data in Longitudinal Studies
• Inference and missing data
• Pattern-Mixture Models for Multivariate Incomplete Data
• Modeling the Drop-Out Mechanism in Repeated-Measures Studies
• A Mixed‐Effects Regression Model for Longitudinal Multivariate Ordinal Data

Related Items (3)

Estimating person parameters via item response model and simple sum score in small samples with few polytomous items: a simulation study ⋮ A tractable method to account for high-dimensional nonignorable missing data in intensive longitudinal data ⋮ A shared-parameter location-scale mixed model to link the responsivity in self-initiated event reports and the event-contingent ecological momentary assessments

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