CRAN/E | gdpc

gdpc

Generalized Dynamic Principal Components

Installation

About

Functions to compute the Generalized Dynamic Principal Components introduced in Peña and Yohai (2016) doi:10.1080/01621459.2015.1072542. The implementation includes an automatic procedure proposed in Peña, Smucler and Yohai (2020) doi:10.18637/jss.v092.c02 for the identification of both the number of lags to be used in the generalized dynamic principal components as well as the number of components required for a given reconstruction accuracy.

Citation gdpc citation info

Key Metrics

Version 1.1.4
R ≥ 3.3.0
Published 2023-11-19 164 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks gdpc results

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Maintainer

Maintainer

Ezequiel Smucler

ezequiels.90@gmail.com

Authors

Daniel Peña
Ezequiel Smucler
Victor Yohai

Material

NEWS
Reference manual
Package source

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gdpc: An R Package for Generalized Dynamic Principal Components

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

gdpc archive

Depends

R ≥ 3.3.0

Imports

xts
zoo
methods
Rcpp ≥ 0.12.7
parallel
doParallel
foreach

Suggests

testthat
R.rsp

LinkingTo

Rcpp
RcppArmadillo ≥ 0.7.500.0.0