Type: Package Package: hdflex Title: High-Dimensional Aggregate Density Forecasts Version: 0.3.2 Authors@R: c( person("Sven", "Lehmann", , "slehman5@uni-muenster.de", role = c("aut", "cre", "cph")), person("Philipp", "Adämmer", , "philipp.adaemmer@uni-greifswald.de", role = "aut"), person("Rainer", "Schüssler", , "rainer.schüssler@uni-rostock.de", role = "aut") ) Maintainer: Sven Lehmann Description: Provides a forecasting method that efficiently maps vast numbers of (scalar-valued) signals into an aggregate density forecast in a time-varying and computationally fast manner. The method proceeds in two steps: First, it transforms a predictive signal into a density forecast and, second, it combines the resulting candidate density forecasts into an ultimate aggregate density forecast. For a detailed explanation of the method, please refer to Adaemmer et al. (2025) . License: GPL (>= 2) URL: https://github.com/lehmasve/hdflex BugReports: https://github.com/lehmasve/hdflex/issues Depends: R (>= 4.2.0) Imports: checkmate (>= 2.3.1), ggplot2 (>= 3.5.1), parallel, Rcpp, reshape2 (>= 1.4.4), stats, utils Suggests: testthat (>= 3.2.1), cowplot (>= 1.1.3) LinkingTo: Rcpp, RcppArmadillo, RcppThread Config/testthat/edition: 3 Encoding: UTF-8 LazyData: true NeedsCompilation: yes Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Language: en-US Config/pak/sysreqs: libicu-dev Repository: https://lehmasve.r-universe.dev Date/Publication: 2025-10-13 14:24:13 UTC RemoteUrl: https://github.com/lehmasve/hdflex RemoteRef: HEAD RemoteSha: e2b2e1c707305c43faae2e7f010007646407641a Packaged: 2026-06-20 06:39:36 UTC; root Author: Sven Lehmann [aut, cre, cph], Philipp Adämmer [aut], Rainer Schüssler [aut]