1986/01/01 by Harvey Goldstein · 3 citations
Economics, Econometrics and Finance · Mathematics · Environmental Science · #Spatial and Panel Data Analysis #Statistical Methods and Bayesian Inference #Korean Urban and Social Studies
paper · doi:10.1093/biomet/73.1.43
openalex publication_date 1986/01/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/05
Models for the analysis of hierarchically structured data are discussed. An iterative generalized least squares estimation procedure is given and shown to be equivalent to maximum likelihood in the normal case. There is a discussion of applications to complex surveys, longitudinal data, and estimation in multivariate models with missing responses. An example is given using educational data.