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lgarch (version 0.4)

Simulation and estimation of log-GARCH models

Description

Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the package are lgarchSim, mlgarchSim, lgarch and mlgarch. The first two simulates from a univariate and a multivariate log-GARCH model, respectively. The third function (lgarch) estimates a univariate log-GARCH model, whereas the last function (mlgarch) estimates a multivariate CCC-log-GARCH(1,1) model. A collection of methods can be applied to objects of both the 'lgarch' and 'mlgarch' types: coef, fitted, logLik, print, residuals and vcov.

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Version

Install

install.packages('lgarch')

Monthly Downloads

266

Version

0.4

License

GPL-2

Maintainer

Genaro Sucarrat

Last Published

July 1st, 2014

Functions in lgarch (0.4)

rmnorm

Random number generation from the multivariate normal distribution
coef.lgarch

Extraction methods for 'lgarch' objects
coef.mlgarch

Extraction methods for 'mlgarch' objects
mlgarch

Estimate a multivariate CCC-log-GARCH(1,1) model
lgarchSim

Simulate from a univariate log-GARCH model
mlgarchObjective

Auxiliary functions
glag

Lag a vector or a matrix, with special treatment of zoo objects
lgarchObjective

Auxiliary functions
gdiff

Difference a vector or a matrix, with special treatment of zoo objects
mlgarchSim

Simulate from a multivariate log-GARCH(1,1) model
lgarch

Estimate a log-GARCH model
lgarch-package

Simulation and estimation of log-GARCH models