Prediction in growth curve models using the EM algorithm

DOI10.1016/0167-9473(90)90054-LzbMath0825.62483OpenAlexW2024260784WikidataQ127342933 ScholiaQ127342933MaRDI QIDQ1896096

Erkki P. Liski, Tapio Nummi

Publication date: 17 August 1995

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0167-9473(90)90054-l

zbMATH Keywords

cross-validationroot mean square errorEM predictionpolynomial growth curves

Mathematics Subject Classification ID

Multivariate analysis (62H99) Estimation in multivariate analysis (62H12) Linear inference, regression (62J99) Probabilistic methods, stochastic differential equations (65C99)

Related Items (4)

Prediction and inverse estimation in repeated-measures models ⋮ Effective simultaneous confidence bands for repeated measurements in linear mixed-effect models ⋮ Applied regression analysis bibliography update 1990-91 ⋮ Small-area estimation with missing data using a multivariate linear random effects model

Cites Work

• Prediction of future observations in growth curve models. With discussion and a reply by the author
• Estimation of Time-Response Curves and Their Confidence Bands
• A generalized multivariate analysis of variance model useful especially for growth curve problems
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