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-4.5)HDBRR_1.1.4.zip(r-4.4)HDBRR_1.1.4.zip(r-4.3)
HDBRR_1.1.4.tgz(r-4.4-any)HDBRR_1.1.4.tgz(r-4.3-any)
HDBRR_1.1.4.tar.gz(r-4.5-noble)HDBRR_1.1.4.tar.gz(r-4.4-noble)
HDBRR_1.1.4.tgz(r-4.4-emscripten)HDBRR_1.1.4.tgz(r-4.3-emscripten)
HDBRR.pdf |HDBRR.html
HDBRR/json (API)

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

Peer review:

Datasets:
  • X - Durum Wheat X
  • pheno - Durum Wheat

On CRAN:

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

8 exports 0.00 score 48 dependencies 1 scripts 258 downloads

Last updated 2 years agofrom:b672266198. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 16 2024
R-4.5-winNOTESep 16 2024
R-4.5-linuxNOTESep 16 2024
R-4.4-winNOTESep 16 2024
R-4.4-macNOTESep 16 2024
R-4.3-winOKSep 16 2024
R-4.3-macOKSep 16 2024

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

Dependencies:bigassertrbigparallelrbigstatsrbitclicodetoolscolorspacecowplotdoParallelfansifarverffflockforeachggplot2gluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmenumDerivparallellypillarpkgconfigpsR6RColorBrewerRcppRcppArmadilloRcppEigenRhpcBLASctlrlangrmioRSpectrascalestibbleutf8vctrsviridisLitewithr

HDBRR-extdoc

Rendered fromHDBRR.Rnwusingutils::Sweaveon Sep 16 2024.

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