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cold (version 2.0-3)

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. Details can be found in the accompanying scientific papers: Goncalves & Cabral (2021, Journal of Statistical Software, ) and Goncalves et al. (2007, Computational Statistics & Data Analysis, ).

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Version

Install

install.packages('cold')

Monthly Downloads

275

Version

2.0-3

License

GPL (>= 2)

Maintainer

M Helena Gonalves

Last Published

August 25th, 2021

Functions in cold (2.0-3)

cold-internal

Internal functions
cold-class

Class cold of a maximum likelihood estimation
coeftest-methods

Methods for function coeftest
coeftest

Extract summary statistics
coldIntegrate

Auxiliary for controlling "cold" fitting
coldControl

Auxiliary for controlling "cold" fitting
fixeff-methods

Methods for function fixeff
datacoldM

Data with missing values
cold-package

Count Longitudinal Data
fitted-methods

Methods for function fitted
anova-methods

Methods for function anova
cold

Fit of parametric models via likelihood method
fixeff

Extract fixed effects estimates
seizure

Epileptic Seizure
getcoef-methods

Methods for function getcoef
getcoef

Extract the coefficient estimates
getLogLik-methods

Methods for function getLogLik
bolus

Bolus data
show-methods

Methods for function show
getLogLik

Extract Log-Likelihood
model.mat-methods

Methods for function model.mat
coldcublim

Auxiliary for controlling "cold" fitting
summary-methods

Methods for function summary
plot-methods

Methods for function plot
model.mat

Extract the fixed effects model matrix
randeff-methods

Methods for function randeff
summary.cold-class

Class summary.cold, summary of cold objects
getAIC-methods

Methods for function getAIC
datacold

Data
getvcov-methods

Methods for function getvcov
randeff

Extract conditional random effects
getvcov

Extract variance-covariance matrix
getAIC

Extract the Akaike Information Criterion
vareff-methods

Methods for function vareff
resid-methods

Methods for function residd
vareff

Extract variance of random effects