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MSGARCHelm (version 0.1.0)

Hybridization of MS-GARCH and ELM Model

Description

Implements the three parallel forecast combinations of Markov Switching GARCH and extreme learning machine model along with the selection of appropriate model for volatility forecasting. For method details see Hsiao C, Wan SK (2014). , Hansen BE (2007). , Elliott G, Gargano A, Timmermann A (2013). .

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Version

Install

install.packages('MSGARCHelm')

Monthly Downloads

173

Version

0.1.0

License

GPL-3

Maintainer

Rajeev Ranjan Kumar

Last Published

October 8th, 2020

Functions in MSGARCHelm (0.1.0)

fcastelm

Extreme Learning Machine Forecasting
msgarchelm_OLS

MS-GARCH-ELM combination based on OLS regession
msgarchelm_BG

Bates and Granger MS-GARCH-ELM Combination
msgarchelm_NG

Newbold and Granger MS-GARCH-ELM Combination
ReturnSeries_data

Return Series Data