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DeltaTools: DELTA Analytic Tools and Learning Curve Analysis

A collection of tools for researchers interested in carrying out parametric estimation of learning curves and device effects based on the publication by Ssemaganda et al. (2025) <doi:10.2147/MDER.S520191> with modified versions of propensity score matching (PSM) and inverse probability of treatment weighting (IPTW).

Version: 0.1.4
Depends: R (≥ 3.5.0)
Imports: broom (≥ 1.0.12), caret (≥ 7.0-1), data.table (≥ 1.18.4), DescTools (≥ 0.99.60), dplyr (≥ 1.2.1), gbm (≥ 2.2.3), ggplot2 (≥ 4.0.3), glmnet (≥ 5.0), ldbounds (≥ 2.0.2), lmtest (≥ 0.9-40), MatchIt (≥ 4.7.2), methods, mgcv (≥ 1.9-4), minpack.lm (≥ 1.2-4), parameters (≥ 0.28.3), plotly (≥ 4.12.0), pROC (≥ 1.19.0.1), ResourceSelection (≥ 0.3-6), rms (≥ 8.1-1), ROCR (≥ 1.0-12), sjPlot (≥ 2.9.0), stats, stringr (≥ 1.6.0), tableone (≥ 0.13.2), twang (≥ 2.6.2)
Suggests: kableExtra (≥ 1.4.0), knitr (≥ 1.51), rmarkdown (≥ 2.31), testthat (≥ 3.0.0)
Published: 2026-09-28
DOI: 10.32614/CRAN.package.DeltaTools
Author: Michael Matheny ORCID iD [aut, cph], Frederic Resnic ORCID iD [aut, cph], Henry Ssemaganda ORCID iD [aut, cph], Jejo Koola ORCID iD [aut, cph], Amy Perkins ORCID iD [aut, cph, cre]
Maintainer: Amy Perkins <amy.perkins at vumc.org>
License: GPL-2 | GPL-3
NeedsCompilation: no
Citation: DeltaTools citation info
Materials: README, NEWS
CRAN checks: DeltaTools results

Documentation:

Reference manual: DeltaTools.html , DeltaTools.pdf

Downloads:

Package source: DeltaTools_0.1.4.tar.gz
Windows binaries: r-devel: DeltaTools_0.1.4.zip, r-release: DeltaTools_0.1.4.zip, r-oldrel: DeltaTools_0.1.4.zip
macOS binaries: r-release (arm64): DeltaTools_0.1.4.tgz, r-oldrel (arm64): DeltaTools_0.1.4.tgz, r-release (x86_64): DeltaTools_0.1.4.tgz, r-oldrel (x86_64): DeltaTools_0.1.4.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=DeltaTools to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.