Package: hdrm 1.0.0

hdrm: Inference for High-Dimensional Repeated Measures

Provides one-group and multiple-group tests for expectation vectors in high-dimensional repeated-measures designs. Hypotheses can be specified through projection matrices or by selecting predefined effects. The multiple-group procedures cover heterogeneous and equal covariance matrices. Centered and standardized chi-square approximations are combined with exact or subsampling-based trace estimators. The functions return p-values, test statistics, estimated degrees of freedom, and convergence parameters. For further details, see Sattler and Hichert (2025) <doi:10.48550/arXiv.2512.17478>.

Authors:Nils Hichert [aut, cre, cph], Paavo Sattler [aut], Markus Pauly [ctb], Edgar Brunner [ctb], David Ellenberger [ctb]

hdrm_1.0.0.tar.gz
hdrm_1.0.0.zip(r-4.7-x86_64)hdrm_1.0.0.zip(r-4.7-arm64)hdrm_1.0.0.zip(r-4.6-x86_64)hdrm_1.0.0.zip(r-4.6-arm64)hdrm_1.0.0.zip(r-4.5-x86_64)
hdrm_1.0.0.tgz(r-4.6-x86_64)hdrm_1.0.0.tgz(r-4.6-arm64)hdrm_1.0.0.tgz(r-4.5-x86_64)hdrm_1.0.0.tgz(r-4.5-arm64)
hdrm_1.0.0.tar.gz(r-4.7-arm64)hdrm_1.0.0.tar.gz(r-4.7-x86_64)hdrm_1.0.0.tar.gz(r-4.6-arm64)hdrm_1.0.0.tar.gz(r-4.6-x86_64)
hdrm_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
hdrm/json (API)

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

Bug tracker:https://github.com/schnieboli/hdrm/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:
  • birthrates - Total fertility rates in the German federal states, 1990-2023
  • EEG - EEG measurements from 160 subjects

On CRAN:

Conda:

openblascpp

3.38 score 16 scripts 2 exports 3 dependencies

Last updated from:26c040a003. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK112
linux-devel-x86_64OK128
source / vignettesOK202
linux-release-arm64OK108
linux-release-x86_64OK123
macos-release-arm64OK215
macos-release-x86_64OK359
macos-oldrel-arm64OK187
macos-oldrel-x86_64OK321
windows-devel-arm64OK370
windows-devel-x86_64OK172
windows-release-arm64OK362
windows-release-x86_64OK124
windows-oldrel-x86_64OK117
wasm-releaseOK109

Exports:hdrm_groupedhdrm_single

Dependencies:RcppRcppArmadillowithr