Individual prediction regions for multivariate longitudinal data with small samples

DOI10.1111/biom.12201zbMath1299.62117OpenAlexW1532486154WikidataQ30832246 ScholiaQ30832246MaRDI QIDQ2927615

Rémi Servien, Didier Concordet

Publication date: 4 November 2014

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://hal.inrae.fr/hal-02639518/file/Individual%20prediction%20regions%20for%20multivariate%20longitudinal%20data%20with%20small%20samples%20V%20Pr%C3%A9p%20_1.pdf

zbMATH Keywords

plug-in estimatorprediction regioncorrected coverage ratelongitudinal follow-upmultivariate mixed Gaussian modelreference intervals

Mathematics Subject Classification ID

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

Related Items (1)

Improved multivariate prediction regions for Markov process models

Cites Work

• Unnamed Item
• A note about calibrated prediction regions and distributions
• Bayesian analysis of multivariate t linear mixed models using a combination of IBF and Gibbs samplers
• ECM-based maximum likelihood inference for multivariate linear mixed models with autoregressive errors
• Prediction and asymptotics
• Positive definite matrices
• Multivariatetlinear mixed models for irregularly observed multiple repeated measures with missing outcomes
• Improved Prediction Intervals and Distribution Functions
• Estimation in multivariate t linear mixed models for multiple longitudinal data
• Calibrating Prediction Regions
• Bayesian detection of abnormal values in longitudinal biomarkers with an application to T/E ratio
• On prediction intervals based on predictive likelihood or bootstrap methods
• Adjusting estimative prediction limits
• Linear mixed models for longitudinal data

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