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weakARMA
View on CRAN: Click
here
Download and install weakARMA package within the R console
Install from CRAN:
install.packages("weakARMA")
Install from Github:
library("remotes")
install_github("cran/weakARMA")
Install by package version:
library("remotes")
install_version("weakARMA", "1.0.3")
Attach the package and use:
library("weakARMA")
Maintained by
Julien Yves Rolland
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-07
Latest Update: 2022-04-04
Description:
Numerous time series admit autoregressive moving average (ARMA) representations, in which the errors are uncorrelated but not necessarily independent. These models are called weak ARMA by opposition to the standard ARMA models, also called strong ARMA models, in which the error terms are supposed to be independent and identically distributed (iid). This package allows the study of nonlinear time series models through weak ARMA representations. It determines identification, estimation and validation for ARMA models and for AR and MA models in particular. Functions can also be used in the strong case. This package also works on white noises by omitting arguments 'p', 'q', 'ar' and 'ma'. See Francq, C. and Zakoïan, J. (1998) <doi:10.1016/S0378-3758(97)00139-0> and Boubacar Maïnassara, Y. and Saussereau, B. (2018) <doi:10.1080/01621459.2017.1380030> for more details.
How to cite:
Julien Yves Rolland (2022). weakARMA: Tools for the Analysis of Weak ARMA Models. R package version 1.0.3, https://cran.r-project.org/web/packages/weakARMA
Previous versions and publish date:
1.0.2 (2022-02-07 13:00)
Other packages that cited weakARMA R package
View weakARMA citation profile
Other R packages that weakARMA depends,
imports, suggests or enhances
Functions, R codes and Examples using
the weakARMA R package
Some associated functions: ARMA.selec . CAC40 . CAC40return . CAC40return.sq . VARest . acf.gamma_m . acf.univ . estimation . gradient . matXi . meansq . nl.acf . omega . portmanteauTest.h . portmanteauTest . signifparam . sim.ARMA . simGARCH . wnPT . wnPT_SQ . wnRT .
Some associated R codes: Acf.R . CAC40return.R . CAC40returnsq.R . CriteriaFunction.R . Data.R . Estimation.R . Gradient.R . MatXi.R . Omega.R . PortmanteauTest.R . Residual.R . Selection.R . Signif_param.R . SimARMA.R . VARest.R . WhiteNoise.R . Full weakARMA package functions and examples
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