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npmlreg (version 0.46-5)
Nonparametric Maximum Likelihood Estimation for Random Effect Models
Description
Nonparametric maximum likelihood estimation or Gaussian quadrature for overdispersed generalized linear models and variance component models.
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0.46-5
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0.45-5
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Install
install.packages('npmlreg')
Monthly Downloads
261
Version
0.46-5
License
GPL (>= 2)
Maintainer
Jochen Einbeck
Last Published
August 31st, 2018
Functions in npmlreg (0.46-5)
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irlsuicide
Irish Suicide Data
hosp
The Pennsylvanian Hospital Stay Data
alldist
NPML estimation or Gaussian quadrature for overdispersed GLM's and variance component models
dkern
Aitchison-Aitken kernel
plot.glmmNPML
Plot Diagnostics for objects of class glmmNPML or glmmGQ
predict.glmmNPML
Prediction from objects of class glmmNPML or glmmGQ
fabric
The Fabric Data
post
Posterior probabilities/intercepts, and mass point classifications
family.glmmNPML
Methods for objects of class glmmNPML or glmmGQ
rainfall
Rainfall data
weightslogl.calc.w
Internal npmlreg functions
npmlreg-package
Nonparametric maximum likelihood estimation for random effect models
summary.glmmNPML
Summarizing finite mixture regression fits
tolfind
Grid search over tol for NPML estimation of (generalized) random effect models
missouri
Missouri lung cancer data
gqz
Gauss-Hermite integration points