concurve v2.5.0

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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


CRAN
status Travis build
status Lifecycle:
Stable Monthly
Downloads Total
Downloads Rdoc License: GPL
v3

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
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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
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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

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