Generalized Dynamic Principal Components

Functions to compute the Generalized Dynamic Principal Components introduced in Peña and Yohai (2016) . The implementation includes an automatic procedure proposed in Peña, Smucler and Yohai (2020) 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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("gdpc")

1.1.4 by Ezequiel Smucler, 3 years ago


Browse source code at https://github.com/cran/gdpc


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


Documentation:   PDF Manual  


GPL (>= 2) license


Imports xts, zoo, methods, Rcpp, parallel, doParallel, foreach

Suggests testthat, R.rsp

Linking to Rcpp, RcppArmadillo


See at CRAN