R Observatory: Metrics for BootValidation version 0.1.65

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2019-11-25. Its history is shown below.

Reason: check problems were not corrected in time

Details below reflect version 0.1.65, its last release before removal.

BootValidation

0.1.65

Adjusting for Optimism in 'glmnet' Regression using Bootstrapping

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Antonio Jose Canada Martinez3 releasesCRAN page ↗

Main objective of a predictive model is to provide accurated predictions of a new observations. Unfortunately we don't know how well the model performs. In addition, at the current era of omic data where p >> n, is not reasonable applying internal validation using data-splitting. Under this background a good method to assessing model performance is applying internal bootstrap validation (Harrell Jr, Frank E (2015) doi:10.1007/978-1-4757-3462-1.) This package provides bootstrap validation for the linear, logistic, multinomial and cox 'glmnet' models as well as lm and glm models.

Install

R (source archive)

url <- "https://cran.r-project.org/src/contrib/Archive/BootValidation/BootValidation_0.1.65.tar.gz"
pkgFile <- "BootValidation_0.1.65.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (0.1.65) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

6

Dependencies · direct

Documentation

READMEYes · 401 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 0%
References docs: 11%

Downloads

BootValidation Releases R versions

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Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (6)

glmnet pbapply pROCparallelsurvivalrisksetROC

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Other (1)

Antonio Jose Canada Martinez

Contributor

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.0.0 released · 2020-04-24
archivedRemoved from CRAN
2019-11-25
check problems were not corrected in time
R
R 3.6.0 released · 2019-04-26
0.1.65
2018-08-14 · diff ↗
0.1.5
2018-05-18 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.3
2017-11-14
R
R 3.4.0 released · 2017-04-21

Package metadata

Total releases: 3
License: GPL (>= 2) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BootValidation")

Format

Martinez, A. J. C. (n.d.). BootValidation: Adjusting for Optimism in 'glmnet' Regression using Bootstrapping (Version 0.1.65) [Computer software]. Retrieved August 14, 2026, from https://CRAN.R-project.org/package=BootValidation

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for BootValidation version 0.1.65 [Data set]. HJJB, LLC. Data release v2026-08-13. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-13, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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