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Computational Statistics and Data Analysis

Volumn 39, Issue 2, 2002, Pages 203-225

Bayesian and likelihood methods for fitting multilevel models with complex level-1 variation

(4) Browne, William J a Draper, David b Goldstein, Harvey a Rasbash, Jon a

b University of California Santa Cruz (United States)

Author keywords

Adaptive Metropolis Hastings sampling; Educational data; Heteroscedasticity; Hierarchical modelling; IGLS; Markov chain Monte Carlo (MCMC); Maximum likelihood methods; MCMC efficiency; Multilevel modelling; RIGLS

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ITERATIVE METHODS; MAXIMUM LIKELIHOOD ESTIMATION; MONTE CARLO METHODS; POLYNOMIALS; SAMPLING;

MULTILEVEL MODELING;

COMPUTATION THEORY;

STATISTICAL ANALYSIS;

ALGORITHM; GENETIC VARIABILITY; MAXIMUM LIKELIHOOD METHOD; MODEL; MONTE CARLO METHOD; PROBABILITY; SIMULATION;

EID: 0037188238 PISSN: 01679473 EISSN: None Source Type: Journal
DOI: 10.1016/S0167-9473(01)00058-5 Document Type: Article

Times cited : (41)

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