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.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'))

Peer review:

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:

3 exports 4 stars 1.12 score 9 dependencies 15 scripts 409 downloads

Last updated 10 months agofrom:ad16d4fb64. Checks:ERROR: 1 WARNING: 8. Indexed: yes.

TargetResultDate
Doc / VignettesFAILSep 08 2024
R-4.5-win-x86_64WARNINGSep 08 2024
R-4.5-linux-x86_64WARNINGSep 08 2024
R-4.4-win-x86_64WARNINGSep 08 2024
R-4.4-mac-x86_64WARNINGSep 08 2024
R-4.4-mac-aarch64WARNINGSep 08 2024
R-4.3-win-x86_64WARNINGSep 08 2024
R-4.3-mac-x86_64WARNINGSep 08 2024
R-4.3-mac-aarch64WARNINGSep 08 2024

Exports:auto.gdpccomponentsgdpc

Dependencies:codetoolsdoParallelforeachiteratorslatticeRcppRcppArmadilloxtszoo