Variance Components Testing for Linear and Nonlinear Mixed Effects Models


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Documentation for package ‘varTestnlme’ version 0.2.0

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approxWeights Monte Carlo approximation of chi-bar-square weights
bootinvFIM Approximation of the (inverse of the) Fisher Information Matrix
bootstrap Approximation of the (inverse of the) Fisher Information Matrix
chiBarSquareObject Class "chiBarSquareObject"
chiBarSquareObject-class Class "chiBarSquareObject"
dfchisqbar dfchisqbar Computes the degrees of freedom of the chi-square involved in the mixture
dfchisqbar-method dfchisqbar Computes the degrees of freedom of the chi-square involved in the mixture
eqCstr Internal varTestnlme Functions
extractFIMnlme Extraction of the Fisher Information Matrix for nlme package
FIM Extraction of the Fisher Information Matrix for nlme package
funcStruct Extracting models structures
getVarCovlme4 Extract covariance matrix
getVarCovnlme Extract covariance matrix
gradObjFunction Internal varTestnlme Functions
ineqCstr Internal varTestnlme Functions
invFIM Approximation of the (inverse of the) Fisher Information Matrix
jacobianEqCstr Internal varTestnlme Functions
jacobianIneqCstr Internal varTestnlme Functions
likelihood Variance component testing
lrt Variance component testing
modelStructlme4 Extracting models structures
modelStructnlme Extracting models structures
modelStructsaemix Extracting models structures
nlme Extraction of the Fisher Information Matrix for nlme package
objFunction Internal varTestnlme Functions
pchisqbar pchisqbar Cumulative distribution function of the chi-bar-square distribution
pchisqbar-method pchisqbar Cumulative distribution function of the chi-bar-square distribution
plot.varTestObject Diagnostic plot for the approximation of the chi-bar-square distribution
print.varTestObject Print basic information about the variance components test
summary.varTestObject Summary information for the variance components test
symMatrixFromVect Internal varTestnlme Functions
test Variance component testing
varTest Variance component testing
varTestObject Class "varTestObject"
varTestObject-class Class "varTestObject"
weightsChiBarSquare Chi-bar-square weights computation