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.
Authors | Goldstein, 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. |
Year | 2008 |
Journal | Statistical Modelling |
Publisher | Sage Publications Ltd. |
Page range | 243 - 261 |
Research Group | Institute for Learning Sciences and Teacher Education (ILSTE) |
Place of publication | India |
Permalink -
https://acuresearchbank.acu.edu.au/item/88w8w/modelling-measurement-errors-and-category-misclassifications-in-multilevel-models
95
total views0
total downloads0
views this month0
downloads this month