Package: gdpc 1.1.4

Ezequiel Smucler

gdpc: Generalized Dynamic Principal Components

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.

Authors:Daniel Peña <[email protected]>, Ezequiel Smucler <[email protected]>, Victor Yohai <[email protected]>

gdpc_1.1.4.tar.gz
gdpc_1.1.4.tar.gz(r-4.7-arm64)gdpc_1.1.4.tar.gz(r-4.7-x86_64)gdpc_1.1.4.tar.gz(r-4.6-arm64)gdpc_1.1.4.tar.gz(r-4.6-x86_64)
gdpc_1.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
gdpc/json (API)
NEWS

# Install 'gdpc' in R:
install.packages('gdpc', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • ipi91 - Industrial Production Index (IPI) of France, Germany, Italy, United Kingdom, USA and Japan
  • pricesSP50 - Stock Prices of the First 50 Components of S&P500

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascpp

2.26 score 18 scripts 296 downloads 3 exports 9 dependencies

Last updated from:7321f3041a. Checks:5 OK, 1 ERROR. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK140
linux-devel-x86_64OK182
source / vignettesERROR197
linux-release-arm64OK127
linux-release-x86_64OK169
wasm-releaseOK134

Exports:auto.gdpccomponentsgdpc

Dependencies:codetoolsdoParallelforeachiteratorslatticeRcppRcppArmadilloxtszoo

gdpc: An R Package for Generalized Dynamic Principal Components

Rendered frompaper_vignette.ltxusingR.rsp::texon Jun 11 2026.

Last update: 2021-02-09
Started: 2021-02-09