Last data update: 2014.03.03
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CranContrib
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SMO (statistical methods ontology)
Results 1 - 8 of 8 found.
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Kenward and Roger (1997) describbe an improved small sample approximation to the covariance matrix estimate of the fixed parameters in a linear mixed model.
● Data Source:
CranContrib
● Keywords: function
● Alias: vcovAdj, vcovAdj.lmerMod, vcovAdj0, vcovAdj2, vcovAdj_internal
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0 images
Calculate reference distribution of likelihood ratio statistic in mixed effects models using parametric bootstrap
● Data Source:
CranContrib
● Keywords: models, utilities
● Alias: PBrefdist, PBrefdist.lm, PBrefdist.mer, PBrefdist.merMod
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0 images
Model comparison of nested models using parametric bootstrap methods. Implemented for some commonly applied model types.
● Data Source:
CranContrib
● Keywords: inference, models, utilities
● Alias: PBmodcomp, PBmodcomp.lm
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0 images
KenwardRoger
(Package: pbkrtest ) :
Ftest and degrees of freedom based on Kenward-Roger approximation
An approximate F-test based on the Kenward-Roger approach.
● Data Source:
CranContrib
● Keywords: function
● Alias: KRmodcomp, KRmodcomp.lmerMod, KRmodcomp_internal
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0 images
Testing a small model under a large model corresponds imposing restrictions on the model matrix of the larger model and these restrictions come in the form of a restriction matrix. These functions converts a model to a restriction matrix and vice versa.
● Data Source:
CranContrib
● Keywords: models, utilities
● Alias: model2restrictionMatrix, model2restrictionMatrix.lm, model2restrictionMatrix.mer, model2restrictionMatrix.merMod, restrictionMatrix2model, restrictionMatrix2model.lm, restrictionMatrix2model.mer, restrictionMatrix2model.merMod
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0 images
pbkrtest-internal
(Package: pbkrtest ) :
Internal functions in the pbkrtest package
Internal functions called by other functions.
● Data Source:
CranContrib
● Keywords: internal
● Alias: plot.PBmodcomp, print.PBmodcomp, print.summaryPB, summary.PBmodcomp
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0 images
Extract (or "get") components from a KRmodcomp
object, which is the result of the KRmodcomp
function.
● Data Source:
CranContrib
● Keywords: models
● Alias: getKR
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0 images
Get adjusted denomintor degress freedom for testing Lb=0 in a linear mixed model where L is a restriction matrix.
● Data Source:
CranContrib
● Keywords: utilities
● Alias: Lb_ddf, get_Lb_ddf, get_Lb_ddf.lmerMod
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0 images