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) .


Reference manual

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install.packages("AriGaMyANNSVR")

0.1.0 by Mr. Sandip Garai, 4 years ago


Browse source code at https://github.com/cran/AriGaMyANNSVR


Authors: Mr. Sandip Garai [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports AllMetrics, DescribeDF, stats, dplyr, psych, FinTS, tseries, forecast, fGarch, aTSA, neuralnet, e1071


See at CRAN