Multilevel Statistical Models: Goldstein/Multilevel Statistical Models
By Harvey Goldstein. 2010
492 citations recorded by the source corpus.
Subfields: General Social Sciences, Sociology and Political Science
View Paper: https://www.semanticscholar.org/paper/b28ebea33e1e88bee3f4fbd4c162335f98949f2e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In General Social Sciences
- Daniel Stegmueller
- George Leckie
- Kelvyn Jones
- J. Baird
- Andrew Bell
- Malcolm Fairbrother
- R. Pillinger
- Harvey Goldstein
In Sociology and Political Science
- Kelvyn Jones
- Andrew Bell
- Daniel Stegmueller
- George Leckie
- Malcolm Fairbrother
- J. Baird
- R. Pillinger
- Harvey Goldstein
Citations in the corpus
- Rater Effects on Essay Scoring: A Multilevel Analysis of Severity Drift, Central Tendency, and Rater Experience (2011, methodology): “2Wald tests on the variance and covariance parameters are only approximate as the sampling distributions of these parameters are only approximately normal (Goldstein, 2010; Raudenbush & Bryk, 2002).”
- Multilevel Modeling of Social Segregation (2012, methodology): “Goldstein and Noden (2003) argued that there are considerable benefits to using a multilevel modeling (Goldstein, 2010; or hierarchical linear model, Raudenbush & Bryk, 2002) approach to measuring and studying segregation.”
- Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data* (2014, background): “: These variances and covariances can be used to form quadratic ‘variance functions’ (Goldstein 2010, 73) to see how the variance varies with xij xj .”
- Fixed and random effects models: making an informed choice (2018, methodology): “The approach used here is standard in the multilevel literature (Goldstein 2010), but other approaches are possible (for example modelling the log of the variance as a function of covariates - e.g. see Hedeker and Mermelstein 2007).”
- How Many Countries for Multilevel Modeling? A Comparison of Frequentist and Bayesian Approaches (2013, methodology): “More thorough introductions are given by Snijders and Bosker (1999) and Goldstein (2010) in a frequentist framework, and by Gill (2008: ch.10), Jackman (2009: ch.7) and Draper (2008) in a Bayesian framework.”