AriGaMyANNSVR: Hybrid ARIMA-GARCH and Two Specially Designed ML-Based Models

Describes a series first. After that does time series analysis using one hybrid model and two specially structured Machine Learning (ML) (Artificial Neural Network or ANN and Support Vector Regression or SVR) models. More information can be obtained from Paul and Garai (2022) <doi:10.1007/s41096-022-00128-3>.

Version: 0.1.0
Imports: AllMetrics, DescribeDF, stats, dplyr, psych, FinTS, tseries, forecast, fGarch, aTSA, neuralnet, e1071
Published: 2023-04-13
Author: Mr. Sandip Garai [aut, cre]
Maintainer: Mr. Sandip Garai <sandipnicksandy at>
License: GPL-3
NeedsCompilation: no
CRAN checks: AriGaMyANNSVR results


Reference manual: AriGaMyANNSVR.pdf


Package source: AriGaMyANNSVR_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): AriGaMyANNSVR_0.1.0.tgz, r-oldrel (arm64): AriGaMyANNSVR_0.1.0.tgz, r-release (x86_64): AriGaMyANNSVR_0.1.0.tgz, r-oldrel (x86_64): AriGaMyANNSVR_0.1.0.tgz


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