Other packages > Find by keyword >

pmcalibration  

Calibration Curves for Clinical Prediction Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pmcalibration", "0.2.0")



Attach the package and use:
library("pmcalibration")
Maintained by
Stephen Rhodes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-09-06
Latest Update: 2025-02-21
Description:
Fit calibrations curves for clinical prediction models and calculate several associated metrics (Eavg, E50, E90, Emax). Ideally predicted probabilities from a prediction model should align with observed probabilities. Calibration curves relate predicted probabilities (or a transformation thereof) to observed outcomes via a flexible non-linear smoothing function. 'pmcalibration' allows users to choose between several smoothers (regression splines, generalized additive models/GAMs, lowess, loess). Both binary and time-to-event outcomes are supported. See Van Calster et al. (2016) ; Austin and Steyerberg (2019) ; Austin et al. (2020) .
How to cite:
Stephen Rhodes (2023). pmcalibration: Calibration Curves for Clinical Prediction Models. R package version 0.2.0, https://cran.r-project.org/web/packages/pmcalibration. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:42), 0.1.0 (2023-09-06 19:50)
Other packages that cited pmcalibration R package
View pmcalibration citation profile
Other R packages that pmcalibration depends, imports, suggests or enhances
Complete documentation for pmcalibration
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA