Modelling measurement errors and category misclassifications in multilevel models
Goldstein, Harvey, Kounali, Daphne and Robinson, Anthony. (2008) Modelling measurement errors and category misclassifications in multilevel models. Statistical Modelling.
|Authors||Goldstein, Harvey, Kounali, Daphne and Robinson, Anthony|
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.
|Publisher||Sage Publications Ltd.|
|Page range||243 - 261|
|Research Group||Institute for Learning Sciences and Teacher Education (ILSTE)|
|Place of publication||India|
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