Package: gdpc 1.1.4

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
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gdpc_1.1.4.tgz(r-4.6-x86_64)gdpc_1.1.4.tgz(r-4.6-arm64)gdpc_1.1.4.tgz(r-4.5-x86_64)gdpc_1.1.4.tgz(r-4.5-arm64)
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gdpc_1.1.4.tgz(r-4.5-emscripten)
gdpc.pdf |gdpc.html
gdpc/json (API)
NEWS

# Install 'gdpc' in R:
install.packages('gdpc', repos = c('https://esmucler.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/esmucler/gdpc/issues

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:

openblascpp

3.57 score 5 stars 15 scripts 331 downloads 3 exports 9 dependencies

Last updated from:ad16d4fb64. Checks:11 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64WARNING127
linux-devel-x86_64WARNING134
source / vignettesERROR196
linux-release-arm64WARNING129
linux-release-x86_64WARNING155
macos-release-arm64WARNING164
macos-release-x86_64WARNING259
macos-oldrel-arm64WARNING161
macos-oldrel-x86_64WARNING242
windows-develWARNING124
windows-releaseWARNING221
windows-oldrelWARNING110
wasm-releaseOK126

Exports:auto.gdpccomponentsgdpc

Dependencies:codetoolsdoParallelforeachiteratorslatticeRcppRcppArmadilloxtszoo