IOE EPrints

Prediction in multilevel generalized linear models

Skrondal, Anders and Rabe-Hesketh, Sophia (2009) Prediction in multilevel generalized linear models. Journal of the Royal Statistical Society : Series A (Statistics in Society), 172. pp. 659-687. ISSN 0964-1998. DOI UNSPECIFIED

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Item Type: Article
Additional Information: The paper discusses prediction in multilevel models with continuous and non-continuous responses. After reviewing results from the literature several areas in statistics and psychometrics, the paper investigates methods for obtaining confidence intervals in models with binary responses and recommends using the conditional standard error of prediction. For predicting probabilities, the paper distinguishes between predictions for a new or existing cluster and shows that the posterior mean of the conditional probability should be used in the latter case.
Controlled Keywords: Multilevel modelling
Divisions: IOE Departments > Departments > Quantitative Social Science
Depositing User: IOE Repository Editor (1)
Date Deposited: 21 Apr 2010 09:34
Last Modified: 29 Jan 2015 08:41
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