[aut,
cre],
Andrew D. Vigotsky
[aut]Allows one to compute compatibility (confidence) intervals for various statistical tests along with their corresponding P-values, S-values, and likelihoods. The intervals can be plotted to create consonance, surprisal, and likelihood functions allowing one to see what effect sizes are compatible with the test model at various compatibility levels rather than being limited to one interval estimate such as 95\%. Functions can also be compared to one another to see how much they overlap with one another and differ. Results can also be exported for Word, Powerpoint, and TeX documents. The package currently supports bootstrapping, linear models, generalized linear models, linear mixed-effects models, survival analysis, and meta-analysis. These methods are discussed by Poole C. (1987) <doi:10.2105/AJPH.77.2.195>, Schweder T, Hjort NL. (2002) <doi:10.1111/1467-9469.00285>, Singh K, Xie M, Strawderman WE. (2007) <arXiv:0708.0976>, Rothman KJ, Greenland S, Lash TL. (2008, ISBN:9781451190052), Greenland S. (2019) <doi:10.1080/00031305.2018.1529625>, Chow ZR, Greenland S. (2019) <arXiv:1909.08579>, and Greenland S, Chow ZR. (2019) <arXiv:1909.08583>.
| Version: | 2.5.0 |
| Depends: | R (≥ 3.6.0) |
| Imports: | MASS, bcaboot, boot, lme4, dplyr, flextable, ggplot2, knitr, metafor, officer, parallel, pbmcapply, ProfileLikelihood, scales, survival, survminer, tibble, tidyr, methods, cowplot, patchwork |
| Suggests: | covr, roxygen2, spelling, testthat, rmarkdown, Lock5Data, carData, bench, brms, rstan, rstanarm, bayesplot, vdiffr |
| Published: | 2020-04-20 |
| Author: | Zad Rafi [aut,
cre],
Andrew D. Vigotsky
[aut] |
| Maintainer: | Zad Rafi <zad at lesslikely.com> |
| BugReports: | https://github.com/zadrafi/concurve/issues |
| License: | GPL-3 | file LICENSE |
| URL: | https://data.lesslikely.com/concurve/, https://github.com/zadrafi/concurve, https://lesslikely.com/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | concurve citation info |
| Materials: | README NEWS |
| CRAN checks: | concurve results |
| Reference manual: | concurve.pdf |
| Vignettes: |
The Bootstrap and Consonance Functions Customizing Plots Examples in R Profile Likelihoods Meta-Analysis Examples Survival Modeling Troubleshooting |
| Package source: | concurve_2.5.0.tar.gz |
| Windows binaries: | r-devel: concurve_2.5.0.zip, r-release: concurve_2.5.0.zip, r-oldrel: concurve_2.5.0.zip |
| macOS binaries: | r-release: concurve_2.5.0.tgz, r-oldrel: concurve_2.5.0.tgz |
| Old sources: | concurve archive |
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