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ThresholdROC  

Optimum Threshold Estimation
View on CRAN: Click here


Download and install ThresholdROC package within the R console
Install from CRAN:
install.packages("ThresholdROC")

Install from Github:
library("remotes")
install_github("cran/ThresholdROC")

Install by package version:
library("remotes")
install_version("ThresholdROC", "2.9.4")



Attach the package and use:
library("ThresholdROC")
Maintained by
Sara Perez-Jaume
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-12-08
Latest Update: 2023-08-29
Description:
Functions that provide point and interval estimations of optimum thresholds for continuous diagnostic tests. The methodology used is based on minimizing an overall cost function in the two- and three-state settings. We also provide functions for sample size determination and estimation of diagnostic accuracy measures. We also include graphical tools. The statistical methodology used here can be found in Perez-Jaume et al (2017) <doi:10.18637/jss.v082.i04> and in Skaltsa et al (2010, 2012) <doi:10.1002/bimj.200900294>, <doi:10.1002/sim.4369>.
How to cite:
Sara Perez-Jaume (2011). ThresholdROC: Optimum Threshold Estimation. R package version 2.9.4, https://cran.r-project.org/web/packages/ThresholdROC. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2011-12-08 20:01), 2.0 (2015-06-17 01:06), 2.1 (2015-07-13 00:51), 2.2 (2015-11-12 08:42), 2.3 (2015-12-14 08:57), 2.4 (2017-07-31 16:19), 2.5 (2017-08-01 12:29), 2.6 (2017-11-25 00:35), 2.7 (2019-02-26 12:40), 2.8.2 (2020-03-03 10:40), 2.8.3 (2020-09-28 10:20), 2.8 (2020-01-08 00:30), 2.9.0 (2021-07-30 13:40), 2.9.1 (2023-04-11 16:10), 2.9.2 (2023-08-29 20:20), 2.9.3 (2024-03-21 12:30)
Other packages that cited ThresholdROC R package
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Other R packages that ThresholdROC depends, imports, suggests or enhances
Complete documentation for ThresholdROC
Functions, R codes and Examples using the ThresholdROC R package
Some associated functions: AD . SS . ThresholdROC-package . chemo . diagnostic . lines-thres2 . lines-thres3 . plot-thres2 . plot-thres3 . plotCostROC . secondDer2 . secondDer3 . thres2 . thres3 . thresTH2 . thresTH3 . 
Some associated R codes: ThresholdROC-2states.R . ThresholdROC-3states.R . diagnostic.R .  Full ThresholdROC package functions and examples
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