CRAN/E | AriGaMyANNSVR

AriGaMyANNSVR

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

Installation

About

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.

Key Metrics

Version 0.1.0
Published 2023-04-13 381 days ago
Needs compilation? no
License GPL-3
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Maintainer

Maintainer

Mr. Sandip Garai

sandipnicksandy@gmail.com

Authors

Mr. Sandip Garai

aut / cre

Material

Reference manual
Package source

macOS

r-devel

arm64

r-release

arm64

r-oldrel

arm64

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Imports

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