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mdhglm (version 1.8)

Multivariate Double Hierarchical Generalized Linear Models

Description

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.

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Version

Install

install.packages('mdhglm')

Monthly Downloads

256

Version

1.8

License

Unlimited

Maintainer

Maengseok Noh

Last Published

October 25th, 2018

Functions in mdhglm (1.8)

bacteria

Bacteria Data
cake

Cake Data
bladder

Bladder Cancer Data
cgd

CGD Infection Data
circuit

Integrated Circuit Data
motherStress

Mother's Stress and Children's Morbidity Data
nmsqt

National Merit Scholarship Qualifying Test Data for Twins
cog

Vascular Cognitive Impairment Data
gas

Gas Consumption Data
injection

Injection Moulding data
Prestige

Prestige Data
Orthodont

Orthodontic Growth Data
SmokeOnset

Smoke Onset Data
jointfit

Fitting Multivariate Double Hierarchical Generalized Linear Models using h-likelihood Approach
kidney

Kidney Infection Data
sch

Schizophrenic Behaviour Data
scr

Serum Creatinine data
PBC910

Primary Biliary Cirrhosis Data
DHGLMMODELING

Defining the Fixed and Random Models for the Mean and Dispersion parameters in DHGLMs
crack_growth

Crack Growth Data
Loaloa

Loaloa Data
epilepsy

Epilepsy Seizures Data
eg

Ethylene Glycol Data
lip

Scottish Lip Cancer Data
aids.id

Survival Time Data for each of Patients on the AIDS Data
aids

Repatead Measures on AIDS Data
mdhglm-package

Multivariate Double Hierarchical Generalized Linear Models
exch

Pound-dollar Exchange-rate Data
fabric

Fabric Data
factor

Binary Factor Data
respiratory

Respiratory Data
ra_data

Rheumatoid Arthritis Data
salamander

Salamander Data
semicon

Semiconductor Data
snoring

Snoring and Hear Diseae Data
rats

Rat Data
stroke

Stroke Patients Data
train

Train Accident Data