Package: HDBRR 1.1.4

HDBRR: High Dimensional Bayesian Ridge Regression without MCMC

Ridge regression provide biased estimators of the regression parameters with lower variance. The HDBRR ("High Dimensional Bayesian Ridge Regression") function fits Bayesian Ridge regression without MCMC, this one uses the SVD or QR decomposition for the posterior computation.

Authors:Sergio Perez-Elizalde Developer [aut], Blanca Monroy-Castillo Developer [aut, cre], Paulino Perez-Rodriguez User [ctb], Jose Crossa User [ctb]

HDBRR_1.1.4.tar.gz
HDBRR_1.1.4.zip(r-4.7)HDBRR_1.1.4.zip(r-4.6)HDBRR_1.1.4.zip(r-4.5)
HDBRR_1.1.4.tgz(r-4.6-any)HDBRR_1.1.4.tgz(r-4.5-any)
HDBRR_1.1.4.tar.gz(r-4.7-any)HDBRR_1.1.4.tar.gz(r-4.6-any)
HDBRR_1.1.4.tgz(r-4.5-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
HDBRR/json (API)

# Install 'HDBRR' in R:
install.packages('HDBRR', repos = c('https://castlemon.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • pheno - Durum Wheat
  • X - Durum Wheat X

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 1 scripts 156 downloads 8 exports 45 dependencies

Last updated from:b672266198. Checks:7 NOTE, 1 OK, 1 FAIL. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE131
source / vignettesOK151
linux-release-x86_64NOTE131
macos-release-arm64NOTE86
macos-oldrel-arm64NOTE90
windows-develNOTE109
windows-releaseNOTE86
windows-oldrelNOTE84
wasm-releaseFAIL108

Exports:coef.HDBRRHDBRRmatopplot.HDBRRpredict.HDBRRprint.HDBRRprint.summary.HDBRRsummary.HDBRR

Dependencies:bigassertrbigparallelrbigstatsrbitclicodetoolscowplotcpp11doParallelfarverffflockforeachggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixnumDerivparallellypillarpkgconfigpsR6RColorBrewerRcppRcppArmadilloRcppEigenRhpcBLASctlrlangrmioRSpectraS7scalestibbleutf8vctrsviridisLitewithr

HDBRR-extdoc

Rendered fromHDBRR.Rnwusingutils::Sweaveon May 29 2026.

Last update: 2022-10-05
Started: 2021-08-13

Readme and manuals

Help Manual

Help pageTopics
High Dimensional Bayesian Ridge Regression without MCMC.coef.HDBRR HDBRR plot.HDBRR predict.HDBRR print.HDBRR print.summary.HDBRR summary.HDBRR
matopmatop
Durum Wheatpheno
Durum wheat datasetphenowheat
Durum Wheat XX