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NBtsVarSel (version 1.0)

Variable Selection in a Specific Regression Time Series of Counts

Description

Performs variable selection in sparse negative binomial GLARMA (Generalised Linear Autoregressive Moving Average) models. For further details we refer the reader to the paper Gomtsyan (2023), .

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Version

Install

install.packages('NBtsVarSel')

Monthly Downloads

160

Version

1.0

License

GPL-2

Maintainer

Marina Gomtsyan

Last Published

July 17th, 2023

Functions in NBtsVarSel (1.0)

grad_hess_beta

Gradient and Hessian of the log-likelihood with respect to beta
Y

Observation matrix Y
variable_selection

Variable selection
grad_hess_gamma

Gradient and Hessian of the log-likelihood with respect to gamma
NR_gamma

Newton-Raphson method for estimation of gamma
NBtsVarSel-package

tools:::Rd_package_title("NBtsVarSel")