Modelling measurement errors and category misclassifications in multilevel models

Journal article


Goldstein, Harvey, Kounali, Daphne and Robinson, Anthony. (2008). Modelling measurement errors and category misclassifications in multilevel models. Statistical Modelling.
AuthorsGoldstein, Harvey, Kounali, Daphne and Robinson, Anthony
Abstract

Models are developed to adjust for measurement errors in normally distributed predictor and response variables and categorical predictors with misclassification errors. The models allow for a hierarchical data structure and for correlations among the errors and misclassifications. Markov Chain Monte Carlo (MCMC) estimation is used and implemented in a set of MATLAB macros.

Year2008
JournalStatistical Modelling
PublisherSage Publications Ltd.
Page range243 - 261
Research GroupInstitute for Learning Sciences and Teacher Education (ILSTE)
Place of publicationIndia
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https://acuresearchbank.acu.edu.au/item/88w8w/modelling-measurement-errors-and-category-misclassifications-in-multilevel-models

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