mdhglm: Multivariate Double Hierarchical Generalized Linear Models

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Allows various models for multivariate response variables where each response is assumed to follow double hierarchical generalized linear models. In double hierarchical generalized linear models, the mean, dispersion parameters for variance of random effects, and residual variance can be further modeled as random-effect models.

Author
Youngjo Lee, Marek Molas, Maengseok Noh
Date of publication
2016-09-19 11:18:08
Maintainer
Maengseok Noh <msnoh@pknu.ac.kr>
License
Unlimited
Version
1.6

View on CRAN

Man pages

aids
Repatead Measures on AIDS Data
aids.id
Survival Time Data for each of Patients on the AIDS Data
bacteria
Bacteria Data
bladder
Bladder Cancer Data
cake
Cake Data
cgd
CGD Infection Data
circuit
Integrated Circuit Data
cog
Vascular Cognitive Impairment Data
crack_growth
Crack Growth Data
DHGLMMODELING
Defining the Fixed and Random Models for the Mean and...
eg
Ethylene Glycol Data
epilepsy
Epilepsy Seizures Data
exch
Pound-dollar Exchange-rate Data
fabric
Fabric Data
factor
Binary Factor Data
gas
Gas Consumption Data
injection
Injection Moulding data
jointfit
Fitting Multivariate Double Hierarchical Generalized Linear...
kidney
Kidney Infection Data
lip
Scottish Lip Cancer Data
Loaloa
Loaloa Data
mdhglm-package
Multivariate Double Hierarchical Generalized Linear Models
motherStress
Mother's Stress and Children's Morbidity Data
nmsqt
National Merit Scholarship Qualifying Test Data for Twins
Orthodont
Orthodontic Growth Data
PBC910
Primary Biliary Cirrhosis Data
Prestige
Prestige Data
ra_data
Rheumatoid Arthritis Data
rats
Rat Data
respiratory
Respiratory Data
salamander
Salamander Data
sch
Schizophrenic Behaviour Data
scr
Serum Creatinine data
semicon
Semiconductor Data
SmokeOnset
Smoke Onset Data
snoring
Snoring and Hear Diseae Data
stroke
Stroke Patients Data
train
Train Accident Data

Files in this package

mdhglm
mdhglm/NAMESPACE
mdhglm/data
mdhglm/data/factor.rda
mdhglm/data/salamander.rda
mdhglm/data/cog.rda
mdhglm/data/cake.rda
mdhglm/data/fabric.rda
mdhglm/data/rats.rda
mdhglm/data/bacteria.rda
mdhglm/data/epilepsy.rda
mdhglm/data/Orthodont.rda
mdhglm/data/train.rda
mdhglm/data/exch.rda
mdhglm/data/circuit.rda
mdhglm/data/respiratory.rda
mdhglm/data/aids.id.rda
mdhglm/data/sch.rda
mdhglm/data/bladder.rda
mdhglm/data/crack_growth.rda
mdhglm/data/Prestige.rda
mdhglm/data/eg.rda
mdhglm/data/cgd.rda
mdhglm/data/PBC910.rda
mdhglm/data/stroke.rda
mdhglm/data/Loaloa.rda
mdhglm/data/motherStress.rda
mdhglm/data/ra_data.rda
mdhglm/data/gas.rda
mdhglm/data/SmokeOnset.rda
mdhglm/data/nmsqt.rda
mdhglm/data/scr.rda
mdhglm/data/injection.rda
mdhglm/data/aids.rda
mdhglm/data/semicon.rda
mdhglm/data/kidney.rda
mdhglm/data/snoring.rda
mdhglm/data/lip.rda
mdhglm/R
mdhglm/R/subbars.R
mdhglm/R/plotdhglm.R
mdhglm/R/hglmfit_corr.R
mdhglm/R/HGLMFrames.R
mdhglm/R/dhglmfit_joint.R
mdhglm/R/dbind.R
mdhglm/R/MakeSigmaFromCorr.R
mdhglm/R/IWLS_CorrZIP.R
mdhglm/R/jointfit_factor.R
mdhglm/R/findplus.R
mdhglm/R/jointfit_correlated.R
mdhglm/R/DHGLMMODELING.R
mdhglm/R/nobars.R
mdhglm/R/HGLMFactorList.R
mdhglm/R/MakeModel.R
mdhglm/R/dmudetagen.R
mdhglm/R/expandSlash.R
mdhglm/R/jointfit.R
mdhglm/R/MakeIndepZZ.R
mdhglm/R/StackingXY.R
mdhglm/R/jointfit_shared.R
mdhglm/R/slashTerms.R
mdhglm/R/jointfit_selection.R
mdhglm/R/Wmatgen.R
mdhglm/R/d2Wdmu2gen.R
mdhglm/R/neighbor.R
mdhglm/R/findbars.R
mdhglm/R/dWdmugen.R
mdhglm/R/InvLinkY.R
mdhglm/R/dhglmfit_run_joint.R
mdhglm/MD5
mdhglm/DESCRIPTION
mdhglm/man
mdhglm/man/jointfit.Rd
mdhglm/man/aids.id.Rd
mdhglm/man/fabric.Rd
mdhglm/man/sch.Rd
mdhglm/man/Loaloa.Rd
mdhglm/man/rats.Rd
mdhglm/man/nmsqt.Rd
mdhglm/man/gas.Rd
mdhglm/man/snoring.Rd
mdhglm/man/lip.Rd
mdhglm/man/ra_data.Rd
mdhglm/man/bladder.Rd
mdhglm/man/epilepsy.Rd
mdhglm/man/bacteria.Rd
mdhglm/man/mdhglm-package.Rd
mdhglm/man/Prestige.Rd
mdhglm/man/aids.Rd
mdhglm/man/eg.Rd
mdhglm/man/circuit.Rd
mdhglm/man/semicon.Rd
mdhglm/man/cog.Rd
mdhglm/man/train.Rd
mdhglm/man/stroke.Rd
mdhglm/man/crack_growth.Rd
mdhglm/man/cgd.Rd
mdhglm/man/kidney.Rd
mdhglm/man/respiratory.Rd
mdhglm/man/scr.Rd
mdhglm/man/motherStress.Rd
mdhglm/man/exch.Rd
mdhglm/man/factor.Rd
mdhglm/man/SmokeOnset.Rd
mdhglm/man/PBC910.Rd
mdhglm/man/DHGLMMODELING.Rd
mdhglm/man/Orthodont.Rd
mdhglm/man/salamander.Rd
mdhglm/man/cake.Rd
mdhglm/man/injection.Rd