Package 'pROC ' - cranr - R Project
pROC: Display and Analyze ROC Curves
“pROC: an open-source package for R and S+ to analyze and compare ROC curves CRAN packages plyr MASS and logcondens employed in this package Examples |
reportROC: An Easy Way to Report ROC Analysis
pROC: an open-source package for R and S+ to analyze and compare ROC curves BMC Bioinformatics 7 77 doi: 10 1186/ · 147121051277 Examples |
reproducerpdf
18 oct 2023 · Description Includes data analysis and meta-analysis functions (e g to calculate effect sizes and 95 Confidence Intervals (CI) on |
PRROC: Precision-Recall and ROC Curves for Weighted and
Description Computes the areas under the precision-recall (PR) and ROC curve for weighted (e g soft- labeled) and unweighted data In contrast to other |
ROCpsychpdf
17 août 2020 · October 12 2022 Type Package Title Compute and Compare Diagnostic Test Statistics Across Groups Version 1 3 Date 2020-08-03 |
Package interactions
Description A suite of functions for conducting and interpreting analysis of statistical interaction in regression models that was formerly part of the 'jtools |
asbiopdf
20 août 2023 · Description Contains functions from: Aho K (2014) Foundational and Applied Statistics for Biolo- gists using R CRC/Taylor and Francis Boca |
CRAN
This directory contains packages of functions which are themselves structured in directories The package named base is in a way the core of R and contains the |
Is pROC an open source package for R and s to analyze and compare ROC curves?
Conclusions: pROC is a package for R and S+ specifically dedicated to ROC analysis.
It proposes multiple statistical tests to compare ROC curves, and in particular partial areas under the curve, allowing proper ROC interpretation.What is the optimal threshold in pROC?
The optimal threshold is the point closest to the top-left part of the plot with perfect sensitivity or specificity.
What package is pROC in R?
(2011) “pROC: an open-source package for R and S+ to analyze and compare ROC curves”.
4), the shape of the ROC curve became a sigmoidal-shaped (Fig. 5) and centering of this predictor by its mean also substantially improved the AUROC (0.495 vs 0.916).
An inverted U-shaped relationship between an arbitrary created predictor and its outcome.
PROC: Display and Analyze ROC Curves
3 sept. 2021 CRAN packages plyr MASS and logcondens employed in this package. Examples data(aSAH). ## Build a ROC object and compute the AUC ##. |
R pour les débutants
3http://cran.r-project.org/doc/FAQ/R-FAQ.html nom du package o`u se trouvent la (ou les) fonction(s) ou les opérateurs docu- mentés. |
Mgcv: Mixed GAM Computation Vehicle with Automatic Smoothness
gam.fit5.post.proc . coefficients at each iteration of the fitting procedure. ... vis.gampdTens |
Package survRM2adapt
8 mai 2018 Horiguchi M Cronin A |
Package RatingScaleReduction
Type Package. Title Rating Scale Reduction Procedure. Version 1.4. Date 2021-01-21. Author Waldemar W. Koczkodaj Feng Li |
Introduction à la programmation en R
pôt central de packages Comprehensive R Archive Network (CRAN; http: · //cran.r-project.org). Ce site compte aujourd'hui des milliers d'exten-. |
Using Time Dependent Covariates and Time Dependent Coe cients
5 août 2022 A Cox model using the above data reports a hazard ratio of 1.9 fold with a p-value of less than 1 in. 1000. The alarm about this incorrect ... |
FactoMineR: Multivariate Exploratory Data Analysis and Data Mining
26 sept. 2014 NeedsCompilation yes. Repository CRAN. Date/Publication 2022-09-09 10:53:01 UTC. R topics documented: FactoMineR-package . |
Package ProcData
R topics documented: Maintainer Xueying Tang <xueyingtang1989@gmail.com>. Repository CRAN. Date/Publication 2021-04-01 12:50:09 UTC. R topics documented:. |
Mice: Multivariate Imputation by Chained Equations
25 juin 2012 By default the procedure will search for a variable ... the jomo package for multiple imputation of multilevel data https://CRAN.R-project. |