Nonparametric maximum likelihood estimation for random effect models


Documentation for package `npmlreg' version 0.38

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npmlreg-package Nonparametric maximum likelihood estimation for random effect models
alldist NPML estimation or Gaussian quadrature for overdispersed GLM's
allvc NPML estimation or Gaussian quadrature for variance component models
npmlreg-internal Internal npmlreg functions
dkern Aitchison-Aitken kernel
family.glmmGQ Method family for objects of class glmmGQ
family.glmmNPML Method family for objects of class glmmNPML
gqz Gauss-Hermite integration points
hosp The Pennsylvanian hospital stay data
irlsuicide Irish suicide data
missouri Missouri lung cancer data
model.matrix.glmmGQ Method model.matrix for objects of class glmmGQ
model.matrix.glmmNPML Method model.matrix for objects of class glmmNPML
plot.glmmGQ Plot Diagnostics for objects of class glmmGQ
plot.glmmNPML Plot Diagnostics for objects of class glmmNPML
post Posterior probabilities/intercepts, and mass point classifications
predict.glmmGQ Prediction from objects of class glmmGQ
predict.glmmNPML Prediction from objects of class glmmNPML
print.glmmGQ Print method for objects of class glmmGQ
print.glmmNPML Print method for objects of class glmmNPML
summary.glmmGQ Summarizing finite mixture regression fits, class glmmGQ
summary.glmmNPML Summarizing finite mixture regression fits, class glmmNPML
tolfind Grid search over tol for NPML estimation of (generalized) random effect models

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