rugarch1.5-2 package

Univariate GARCH Models

ARFIMA-class

class: High Level ARFIMA class

arfimacv

ARFIMAX time series cross validation

uGARCHroll-class

class: Univariate GARCH Rolling Forecast Class

ugarchroll-methods

function: Univariate GARCH Rolling Density Forecast and Backtesting

ARFIMAmultispec-class

class: ARFIMA Multiple Specification Class

ARFIMApath-class

class: ARFIMA Path Simulation Class

uGARCHmultispec-class

class: Univariate GARCH Multiple Specification Class

ARFIMAdistribution-class

class: ARFIMA Parameter Distribution Class

arfimadistribution-methods

function: ARFIMA Parameter Distribution via Simulation

ARFIMAfilter-class

class: ARFIMA Filter Class

arfimafilter-methods

function: ARFIMA Filtering

ARFIMAfit-class

class: ARFIMA Fit Class

arfimafit-methods

function: ARFIMA Fit

ARFIMAforecast-class

class: ARFIMA Forecast Class

arfimaforecast-methods

function: ARFIMA Forecasting

ARFIMAmultifilter-class

class: ARFIMA Multiple Filter Class

ARFIMAmultifit-class

class: ARFIMA Multiple Fit Class

ARFIMAmultiforecast-class

class: ARFIMA Multiple Forecast Class

arfimapath-methods

function: ARFIMA Path Simulation

ARFIMAroll-class

class: ARFIMA Rolling Forecast Class

arfimaroll-methods

function: ARFIMA Rolling Density Forecast and Backtesting

ARFIMAsim-class

class: ARFIMA Simulation Class

arfimasim-methods

function: ARFIMA Simulation

ARFIMAspec-class

class: ARFIMA Specification Class

arfimaspec-methods

function: ARFIMA Specification

autoarfima

Automatic Model Selection for ARFIMA models

BerkowitzTest

Berkowitz Density Forecast Likelihood Ratio Test

DACTest

Directional Accuracy Test

DateTimeUtilities

A small set of utilities to work with some time and date classes.

ESTest

Expected Shortfall Test.

extradistfun

Functions exported for use in rmgarch

GARCHboot-class

class: GARCH Bootstrap Class

GARCHdistribution-class

class: GARCH Parameter Distribution Class

GARCHfilter-class

class: GARCH Filter Class

GARCHfit-class

class: GARCH Fit Class

GARCHforecast-class

class: GARCH Forecast Class

GARCHpath-class

class: GARCH Path Simulation Class

GARCHroll-class

class: GARCH Roll Class

GARCHsim-class

class: GARCH Simulation Class

GARCHspec-class

class: GARCH Spec Class

GARCHtests-class

class: GARCH Tests Class

ghyptransform

Distribution: Generalized Hyperbolic Transformation and Scaling

GMMTest

The GMM Orthogonality Test of Hansen

HLTest

The Non-Parametric Density Test of Hong and Li

mcs

Model Confidence Set Test

multifilter-methods

function: Univariate GARCH and ARFIMA Multiple Filtering

multifit-methods

function: Univariate GARCH and ARFIMA Multiple Fitting

multiforecast-methods

function: Univariate GARCH and ARFIMA Multiple Forecasting

multispec-methods

function: Univariate multiple GARCH Specification

rGARCH-class

class: rGARCH Class

rugarch-package

The rugarch package

ugarchbench

Benchmark: The Benchmark Test Suite

uGARCHboot-class

class: Univariate GARCH Bootstrap Class

ugarchboot-methods

function: Univariate GARCH Forecast via Bootstrap

ugarchdist

Distribution: rugarch distribution functions

uGARCHdistribution-class

class: Univariate GARCH Parameter Distribution Class

ugarchdistribution-methods

function: Univariate GARCH Parameter Distribution via Simulation

uGARCHfilter-class

class: Univariate GARCH Filter Class

uGARCHpath-class

class: Univariate GARCH Path Simulation Class

ugarchfilter-methods

function: Univariate GARCH Filtering

uGARCHfit-class

class: Univariate GARCH Fit Class

ugarchfit-methods

function: Univariate GARCH Fitting

uGARCHforecast-class

class: Univariate GARCH Forecast Class

ugarchforecast-methods

function: Univariate GARCH Forecasting

uGARCHmultifilter-class

class: Univariate GARCH Multiple Filter Class

uGARCHmultifit-class

class: Univariate GARCH Multiple Fit Class

uGARCHmultiforecast-class

class: Univariate GARCH Multiple Forecast Class

ugarchpath-methods

function: Univariate GARCH Path Simulation

uGARCHsim-class

class: Univariate GARCH Simulation Class

ugarchsim-methods

function: Univariate GARCH Simulation

uGARCHspec-class

class: Univariate GARCH Specification Class

ugarchspec-methods

function: Univariate GARCH Specification

VaRDurTest

VaR Duration Test

VaRloss

Value at Risk loss function of Gonzalez-Rivera, Lee, and Mishra (2004)

VaRplot

Value at Risk Exceedances plot

VaRTest

Value at Risk Exceedances Test

ARFIMA, in-mean, external regressors and various GARCH flavors, with methods for fit, forecast, simulation, inference and plotting.

  • Maintainer: Alexios Galanos
  • License: GPL-3
  • Last published: 2024-08-19