Restricted Likelihood Ratio Testing for Zero Variance Components in Linear Mixed Models
By Sonja Greven, Ciprian M. Crainiceanu, Helmut Küchenhoff, A. Peters. 2008
148 citations recorded by the source corpus.
Subfields: Health, Toxicology and Mutagenesis, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/7af5f42cd545dfcb151e8db63f34efe4bd051b76
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Health, Toxicology and Mutagenesis
In Statistics and Probability
- Sonja Greven
- Simon N. Wood
- Fabian Scheipl
- Helmut Küchenhoff
- Kristen Olson
- Brady T. West
- G. Simpson
- Natalya Pya
Citations in the corpus
- Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models (2008, background): “Greven et al. (2007) suggest simulating the distribution of RLRT based on the reduced model under the assumption of known nuisance random effect parameters.”
- A general framework for functional regression modelling (2017, background): “This also holds—at least to some extent—for inference in such models (e.g., Greven et al., 2008; Scheipl et al., 2008; Wood, 2013) and its transfer to functional regression (e.g., Staicu et al., 2014; Swihart et al., 2014; McLean et al., 2015).”
- A simple test for random effects in regression models (2013, methodology): “The latter is an approximation proposed by Greven et al. (2008) based on the exact test of Crainiceanu & Ruppert (2004) and Crainiceanu et al. (2005) and implemented in R (R Development Core Team, 2013) package RLRsim.”
- How Much of Interviewer Variance is Really Nonresponse Error Variance (2010, background): “A likelihood ratio test(6) for the variance component has been shown to have better statistical properties (Self and Liang 1987; Stram and Lee 1994), yet recent simulation studies have demonstrated that the likelihood ratio test statistic has a more complicated distribution in many practical situati”