Learn R Programming

⚠️There's a newer version (2.0-3) of this package.Take me there.

cold (version 2.0-2)

Count Longitudinal Data

Description

Performs regression analysis for longitudinal count data, allowing for serial dependence among observations from a given individual and two dimensional random effects on the linear predictor. Estimation is via maximization of the exact likelihood of a suitably defined model. Missing values and unbalanced data are allowed; M. Helena Goncalves et al.(2007). . M. Helena Goncalves and M. Salome Cabral (2021). .

Copy Link

Version

Install

install.packages('cold')

Monthly Downloads

275

Version

2.0-2

License

GPL (>= 2)

Maintainer

M Helena Gonalves

Last Published

August 18th, 2021

Functions in cold (2.0-2)

bolus

Bolus data
cold

Fit of parametric models via likelihood method
anova-methods

Methods for function anova
coldControl

Auxiliary for controlling "cold" fitting
cold-package

Count Longitudinal Data
coeftest-methods

Methods for function coeftest
coeftest

Extract summary statistics
cold-class

Class cold of a maximum likelihood estimation
coldIntegrate

Auxiliary for controlling "cold" fitting
coldcublim

Auxiliary for controlling "cold" fitting
datacold

Data
fixeff-methods

Methods for function fixeff
cold-internal

Internal functions
getAIC

Extract the Akaike Information Criterion
vareff

Extract variance of random effects
getAIC-methods

Methods for function getAIC
vareff-methods

Methods for function vareff
plot-methods

Methods for function plot
randeff-methods

Methods for function randeff
getvcov

Extract variance-covariance matrix
getvcov-methods

Methods for function getvcov
model.mat

Extract the fixed effects model matrix
model.mat-methods

Methods for function model.mat
fixeff

Extract fixed effects estimates
show-methods

Methods for function show
seizure

Epileptic Seizure
fitted-methods

Methods for function fitted
resid-methods

Methods for function residd
datacoldM

Data with missing values
randeff

Extract conditional random effects
getLogLik

Extract Log-Likelihood
getcoef-methods

Methods for function getcoef
getLogLik-methods

Methods for function getLogLik
getcoef

Extract the coefficient estimates
summary-methods

Methods for function summary
summary.cold-class

Class summary.cold, summary of cold objects