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Using the linear mixed model to analyze non-normal data distributions in longitudinal designs

Using the linear mixed model to analyze non-normal data distributions in longitudinal designs

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_csuc_recercat_oai_recercat_cat_2072_356220

Using the linear mixed model to analyze non-normal data distributions in longitudinal designs

About this item

Full title

Using the linear mixed model to analyze non-normal data distributions in longitudinal designs

Publisher

Springer Verlag

Journal title

Behavior research methods, 2012

Language

English

Formats

Publication information

Publisher

Springer Verlag

More information

Scope and Contents

Contents

Using a Monte Carlo simulation and the Kenward-Roger (KR) correction for degrees of freedom this paper analyzes the application of the linear mixed model (LMM) to a mixed repeated measures design. The LMM was first used to select the covariance structure with three types of data distribution: normal, exponential and log-normal. This showed that wit...

Alternative Titles

Full title

Using the linear mixed model to analyze non-normal data distributions in longitudinal designs

Authors, Artists and Contributors

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Primary Identifiers

Record Identifier

TN_cdi_csuc_recercat_oai_recercat_cat_2072_356220

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_csuc_recercat_oai_recercat_cat_2072_356220

Other Identifiers

ISSN

1554-351X

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