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GARCH.X: Estimation and Exogenous Covariate Selection for ARCH-m(X), Additive ARCH-m(x), and GARCH-X Models

Estimates the parameters and nonparametric functions of an ARCH-m(X) model with exogenous covariates, estimates the parameters and nonparametric functions of an Additive ARCH-m(X) model with exogenous covariates, estimates the parameters of a GARCH-X model with exogenous covariates, performs hypothesis tests for the covariates returning the p-values, and performs stepwise variable selection on the exogenous covariates, and uses False Discovery Rate p-value corrections to select the exogenous variables.

Version: 2.0
Imports: stats, methods, nnls, utils, GA, GenSA, pso, KernSmooth
Published: 2026-04-21
DOI: 10.32614/CRAN.package.GARCH.X
Author: Adriano Zambom [aut, cre], Vincent Alegrete [aut], Elijah Sagaran [aut], Avni Israni [aut]
Maintainer: Adriano Zambom <adriano.zambom at csun.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: GARCH.X results

Documentation:

Reference manual: GARCH.X.html , GARCH.X.pdf

Downloads:

Package source: GARCH.X_2.0.tar.gz
Windows binaries: r-release: GARCH.X_2.0.zip, r-oldrel: GARCH.X_2.0.zip
macOS binaries: r-release (arm64): GARCH.X_2.0.tgz, r-oldrel (arm64): GARCH.X_2.0.tgz, r-release (x86_64): GARCH.X_2.0.tgz, r-oldrel (x86_64): GARCH.X_2.0.tgz
Old sources: GARCH.X archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.