hdpca

Principal Component Analysis in High-Dimensional Data

v1.1.5 · Jan 13, 2021 · GPL (>= 2)

Description

In high-dimensional settings: Estimate the number of distant spikes based on the Generalized Spiked Population (GSP) model. Estimate the population eigenvalues, angles between the sample and population eigenvectors, correlations between the sample and population PC scores, and the asymptotic shrinkage factors. Adjust the shrinkage bias in the predicted PC scores. Dey, R. and Lee, S. (2019) <doi:10.1016/j.jmva.2019.02.007>.

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2 NOTE

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	27.2s
r-devel-linux-x86_64-debian-gcc	NOTE	20.6s
r-devel-linux-x86_64-fedora-clang	OK	39.4s
r-devel-linux-x86_64-fedora-gcc	OK	38.8s
r-devel-macos-arm64	OK	11s
r-devel-windows-x86_64	OK	51s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	23s
r-oldrel-windows-x86_64	OK	55s
r-patched-linux-x86_64	OK	24.1s
r-release-linux-x86_64	OK	24.1s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	32s
r-release-windows-x86_64	OK	50s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Rounak Dey <deyrnk@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Rounak",
                      family = "Dey",
                      role = c("aut", "cre"),
                      email = "deyrnk@umich.edu"),
               person(given = "Seunggeun",
                      family = "Lee",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Rounak Dey <deyrnk@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Rounak",
                      family = "Dey",
                      role = c("aut", "cre"),
                      email = "deyrnk@umich.edu"),
               person(given = "Seunggeun",
                      family = "Lee",
                      role = "aut"))
as necessary.

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OK r-oldrel-windows-x86_64

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OK r-release-windows-x86_64

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Rounak Dey <deyrnk@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Rounak",
                      family = "Dey",
                      role = c("aut", "cre"),
                      email = "deyrnk@umich.edu"),
               person(given = "Seunggeun",
                      family = "Lee",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Rounak Dey <deyrnk@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Rounak",
                      family = "Dey",
                      role = c("aut", "cre"),
                      email = "deyrnk@umich.edu"),
               person(given = "Seunggeun",
                      family = "Lee",
                      role = "aut"))
as necessary.

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Version History

new 1.1.5 Mar 9, 2026