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 
[aut, cph],
Frederic Resnic
[aut, cph],
Henry Ssemaganda
[aut, cph],
Jejo Koola [aut,
cph],
Amy Perkins [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: not available, 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:
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