Local linear mixed effect models -- model specification and interpretation in a biological context

DOI10.1198/108571107X228134zbMath1306.62287OpenAlexW2326885593WikidataQ112778552 ScholiaQ112778552MaRDI QIDQ2259689

Einar Heegaard, Trygve Nilsen

Publication date: 5 March 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/108571107x228134

zbMATH Keywords

GAMGLMGLMMLMEGAMMLLMMlocal linear mixed models

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Uses Software

• R
• S-PLUS
• sedaR
• MEMSS

Cites Work

• Estimating the dimension of a model
• Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data
• Statistical Analysis of Financial Data in S-Plus
• Estimation in generalized linear models with random effects
• Inference in Generalized Additive Mixed Models by Using Smoothing Splines
• Local Regression and Likelihood
• Marginal nonparametric kernel regression accounting for within-subject correlation
• Mixed-Effects Models in S and S-PLUS
• Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with Error
• Local polynomial regression analysis of clustered data
• Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models
• The elements of statistical learning. Data mining, inference, and prediction
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