6533b820fe1ef96bd127a2c9

RESEARCH PRODUCT

Functional Data Analysis and Mixed Effect Models

Robin C. SicklesWonho SongAlois Kneip

subject

Functional principal component analysisMixed modelVariable (computer science)CovariateEconometricsFunctional data analysisContext (language use)Sample (statistics)Nonparametric regressionMathematics

description

Panel studies in econometrics as well as longitudinal studies in biomedical applications provide data from a sample of individual units where each unit is observed repeatedly over time (age, etc.). In this context, mixed effect models are often applied to analyze the behavior of a response variable in dependence of a number of covariates. In some important applications it is necessary to assume that individual effects vary over time (age, etc.).

yearjournalcountryeditionlanguage
2004-01-01
https://doi.org/10.1007/978-3-7908-2656-2_25