Inference for mixed models of ANOVA type with high-dimensional data
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Publication:476259
DOI10.1016/j.jmva.2014.09.013zbMath1302.62132OpenAlexW2047978467MaRDI QIDQ476259
Fei Chen, Lei Shi, Zai-Xing Li, Li Xing Zhu
Publication date: 28 November 2014
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2014.09.013
Ridge regression; shrinkage estimators (Lasso) (62J07) Hypothesis testing in multivariate analysis (62H15) Generalized linear models (logistic models) (62J12) Analysis of variance and covariance (ANOVA) (62J10)
Related Items (4)
Testing for covariance matrices in time-varying coefficient panel data models with fixed effects ⋮ A METHOD OF LOCAL INFLUENCE ANALYSIS IN SUFFICIENT DIMENSION REDUCTION ⋮ Inference and Estimation for Random Effects in High-Dimensional Linear Mixed Models ⋮ Model selection in linear mixed-effect models
Cites Work
- \(U\)-tests for variance components in linear mixed models
- Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models
- Decomposability of high-dimensional diversity measures: quasi-\(U\)-statistics, martingales and nonstandard asymptotics
- Nonconcave penalized likelihood with a diverging number of parameters.
- Variance component testing in semiparametric mixed models
- Assessment of variance components in nonlinear mixed-effects elliptical models
- A reparametrization approach for dynamic space-time models
- Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models
- On Variance Components in Semiparametric Mixed Models for Longitudinal Data
- Variance component testing in generalised linear models with random effects
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Likelihood Ratio Tests in Linear Mixed Models with One Variance Component
- Variance Components Testing in the Longitudinal Mixed Effects Model
- Bootstrap tests for variance components in generalized linear mixed models
- Variance Components Testing in <scp>ANOVA</scp>‐Type Mixed Models
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