Package: AriGaMyANNSVR 0.1.0
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>.
Authors:
AriGaMyANNSVR_0.1.0.tar.gz
AriGaMyANNSVR_0.1.0.zip(r-4.5)AriGaMyANNSVR_0.1.0.zip(r-4.4)AriGaMyANNSVR_0.1.0.zip(r-4.3)
AriGaMyANNSVR_0.1.0.tgz(r-4.5-any)AriGaMyANNSVR_0.1.0.tgz(r-4.4-any)AriGaMyANNSVR_0.1.0.tgz(r-4.3-any)
AriGaMyANNSVR_0.1.0.tar.gz(r-4.5-noble)AriGaMyANNSVR_0.1.0.tar.gz(r-4.4-noble)
AriGaMyANNSVR_0.1.0.tgz(r-4.4-emscripten)AriGaMyANNSVR_0.1.0.tgz(r-4.3-emscripten)
AriGaMyANNSVR.pdf |AriGaMyANNSVR.html✨
AriGaMyANNSVR/json (API)
| # Install 'AriGaMyANNSVR' in R: |
| install.packages('AriGaMyANNSVR', repos = c('https://sandipgarai.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:7afec2e98c. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 02 2025 |
| R-4.5-win | OK | Feb 02 2025 |
| R-4.5-mac | OK | Feb 02 2025 |
| R-4.5-linux | OK | Feb 02 2025 |
| R-4.4-win | OK | Feb 02 2025 |
| R-4.4-mac | OK | Feb 02 2025 |
| R-4.3-win | OK | Feb 02 2025 |
| R-4.3-mac | OK | Feb 02 2025 |
Exports:arigamy_annmy_svrseries_descstatseries_nonlinearityseries_stationarity
Dependencies:AllMetricsaTSAclassclicolorspacecurlcvarDerivDescribeDFdplyre1071fansifarverfastICAfBasicsfGarchFinTSfNonlinearforecastfracdiffgbutilsgenericsggplot2glueGPArotationgssgtableisobandjsonlitelabelinglatticelifecyclelmtestmagrittrMASSMatrixmgcvmnormtmunsellneuralnetnlmennetpillarpkgconfigproxypsychquadprogquantmodR6rbibutilsRColorBrewerRcppRcppArmadilloRdpackrlangscalesspatialstabledisttibbletidyselecttimeDatetimeSeriestseriesTTRurcautf8vctrsviridisLitewithrxtszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| ARIMA-GARCH Hybrid Modeling | ariga |
| Specially Designed ANN-Based Modeling | my_ann |
| Specially Designed SVR-Based Modeling | my_svr |
| Descriptive Statistics Of A Series | series_descstat |
| Non linearity test of a Data Frame | series_nonlinearity |
| Stationarity Tests Of A Series | series_stationarity |
