# concurve v2.5.0

Monthly downloads

## Computes and Plots Compatibility (Confidence) Intervals, P-Values, S-Values, & Likelihood Intervals to Form Consonance, Surprisal, & Likelihood Functions

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>.

## Readme

## concurve | Graph Interval Functions

### Compare Functions From Different Datasets/Studies

### Export Tables Easily For Word, Powerpoint, & TeX documents

### Install the Package From CRAN Below To Follow The Examples.

(`Seriously Recommend Looking at Examples`

)

```
install.packages("concurve")
```

Try the following if you run into any installation issues:

```
install.packages("concurve", repos = "https://cloud.r-project.org/", dep = TRUE)
```

## Check out the Article on Using `Stata`

for concurve.

## Functions in concurve

Name | Description | |

curve_boot | Generate Consonance Functions via Bootstrapping | |

plot_compare | Graph and Compare Consonance, Surprisal, and Likelihood Functions | |

ggcurve | Plots Consonance, Surprisal, and Likelihood Functions | |

defunct | Deprecated functions in concurve | |

curve_surv | Consonance Functions For Survival Data | |

curve_table | Produce Tables For concurve Functions | |

curve_lmer | Consonance Functions For Linear & Non-Linear Mixed-Effects Models. | |

curve_mean | Consonance Functions For Mean Differences | |

curve_rev | Reverse Engineer Consonance / Likelihood Functions Using the Point Estimate and Confidence Limits | |

concurve-package | concurve: Computes and Plots Compatibility (Confidence) Intervals, P-Values, S-Values, & Likelihood Intervals to Form Consonance, Surprisal, & Likelihood Functions | |

curve_compare | Compare Two Functions and Produces An AUC Score | |

curve_meta | Consonance Functions For Meta-Analytic Data | |

curve_corr | Consonance Functions for Correlations | |

curve_lik | Compute Profile Likelihood Functions | |

curve_gen | Consonance Functions For Linear Models, Generalized Linear Models, and Robust Linear Models | |

No Results! |

## Vignettes of concurve

Name | ||

american-medical-association.csl | ||

bootstrap.Rmd | ||

customizing.Rmd | ||

densityfunction.png | ||

examples.Rmd | ||

likelihood.Rmd | ||

meta-analysis.Rmd | ||

references.bib | ||

survival.Rmd | ||

troubleshooting.Rmd | ||

No Results! |

## Last month downloads

## Details

Type | Package |

Date | 2020-04-19 |

License | GPL-3 | file LICENSE |

URL | https://data.lesslikely.com/concurve/, https://github.com/zadrafi/concurve, https://lesslikely.com/ |

BugReports | https://github.com/zadrafi/concurve/issues |

VignetteBuilder | knitr |

ByteCompile | true |

Encoding | UTF-8 |

Language | en-US |

LazyData | true |

RoxygenNote | 7.1.0 |

X-schema.org-keywords | confidence, compatibility, consonance, surprisal, interval, function, curve |

NeedsCompilation | no |

Packaged | 2020-04-20 00:14:46 UTC; zad |

Repository | CRAN |

Date/Publication | 2020-04-20 06:00:02 UTC |

suggests | bayesplot , bench , brms , carData , covr , Lock5Data , rmarkdown , roxygen2 , rstan , rstanarm , spelling , testthat , vdiffr |

imports | bcaboot , boot , cowplot , dplyr , flextable , ggplot2 , knitr , lme4 , MASS , metafor , methods , officer , parallel , patchwork , pbmcapply , ProfileLikelihood , scales , survival , survminer , tibble , tidyr |

depends | R (>= 3.6.0) |

Contributors | Andrew D. Vigotsky |

#### Include our badge in your README

```
[![Rdoc](http://www.rdocumentation.org/badges/version/concurve)](http://www.rdocumentation.org/packages/concurve)
```