R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
glarma
View on CRAN: Click
here
Download and install glarma package within the R console
Install from CRAN:
install.packages("glarma")
Install from Github:
library("remotes")
install_github("cran/glarma")
Install by package version:
library("remotes")
install_version("glarma", "1.6-0")
Attach the package and use:
library("glarma")
Maintained by
"William T.M. Dunsmuir"
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.glarma . glarma citation info . glarma results . glarma.pdf . The glarma package . glarma_1.7-1.tar.gz . glarma_1.7-1.zip . glarma_1.7-1.zip . glarma_1.7-1.zip . glarma_1.7-1.tgz . glarma_1.7-1.tgz . glarma_1.7-1.tgz . glarma_1.7-1.tgz . glarma_1.7-1.tgz . glarma_1.7-1.tgz . glarma archive . https://CRAN.R-project.org/package=glarma .
First Published: 2013-12-16
Latest Update: 2018-02-07
Description:
Functions are provided for estimation, testing, diagnostic checking and forecasting of generalized linear autoregressive moving average (GLARMA) models for discrete valued time series with regression variables. These are a class of observation driven non-linear non-Gaussian state space models. The state vector consists of a linear regression component plus an observation driven component consisting of an autoregressive-moving average (ARMA) filter of past predictive residuals. Currently three distributions (Poisson, negative binomial and binomial) can be used for the response series. Three options (Pearson, score-type and unscaled) for the residuals in the observation driven component are available. Estimation is via maximum likelihood (conditional on initializing values for the ARMA process) optimized using Fisher scoring or Newton Raphson iterative methods. Likelihood ratio and Wald tests for the observation driven component allow testing for serial dependence in generalized linear model settings. Graphical diagnostics including model fits, autocorrelation functions and probability integral transform residuals are included in the package. Several standard data sets are included in the package.
How to cite:
"William T.M. Dunsmuir" (2013). glarma: Generalized Linear Autoregressive Moving Average Models. R package version 1.6-0, https://cran.r-project.org/web/packages/glarma. Accessed 13 Apr. 2025.
Previous versions and publish date:
Other packages that cited glarma R package
View glarma citation profile
Other R packages that glarma depends,
imports, suggests or enhances
Complete documentation for glarma
Functions, R codes and Examples using
the glarma R package
Some associated functions: Asthma . DriverDeaths . OxBoatRace . PIT . Polio . RobberyConvict . coef.glarma . extractAIC.glarma . fitted.glarma . forecast . glarma . initial . likTests . logLik.glarma . model.frame.glarma . mySolve . nobs.glarma . paramGen . plot.glarma . plotPIT . randPIT . residuals.glarma . summary.glarma .
Some associated R codes: PIT.R . accessors.R . forecast.R . glarma.R . glarmaBinomialIdentity.R . glarmaBinomialPearson.R . glarmaBinomialScore.R . glarmaModelEstimates.R . glarmaNegBinPearson.R . glarmaNegBinScore.R . glarmaPoissonPearson.R . glarmaPoissonScore.R . initial.R . likTests.R . mySolve.R . paramGen.R . plot.glarma.R . randPIT.R . summary.glarma.R . Full glarma package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
SPOTMisc
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'.
It provides ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Thomas Bartz-Beielstein (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
LDABiplots
Contains the development of a tool that provides a web-based graphical
user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Luis Pilacuan-Bonete (view profile)
COMPoissonReg
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models
to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andrew Raim (view profile)
MLeval
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christopher R John (view profile)
optimParallel
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Florian Gerber (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
