Other packages > Find by keyword >

PAmeasures  

Prediction and Accuracy Measures for Nonlinear Models and for Right-Censored Time-to-Event Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PAmeasures", "0.1.0")



Attach the package and use:
library("PAmeasures")
Maintained by
Xiaoyan Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-22
Latest Update: 2018-01-22
Description:
We propose a pair of summary measures for the predictive power of a prediction function based on a regression model. The regression model can be linear or nonlinear, parametric, semi-parametric, or nonparametric, and correctly specified or mis-specified. The first measure, R-squared, is an extension of the classical R-squared statistic for a linear model, quantifying the prediction function's ability to capture the variability of the response. The second measure, L-squared, quantifies the prediction function's bias for predicting the mean regression function. When used together, they give a complete summary of the predictive power of a prediction function. Please refer to Gang Li and Xiaoyan Wang (2016) for more details.
How to cite:
Xiaoyan Wang (2018). PAmeasures: Prediction and Accuracy Measures for Nonlinear Models and for Right-Censored Time-to-Event Data. R package version 0.1.0, https://cran.r-project.org/web/packages/PAmeasures. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:15), 0.1.0 (2018-01-22 11:06)
Other packages that cited PAmeasures R package
View PAmeasures citation profile
Other R packages that PAmeasures depends, imports, suggests or enhances
Complete documentation for PAmeasures
Functions, R codes and Examples using the PAmeasures R package
Some associated functions: moore . pam.censor . pam.coxph . pam.nlm . pam.survreg . 
Some associated R codes: moore.R . pam.censor.R . pam.coxph.R . pam.nlm.R . pam.survreg.R .  Full PAmeasures package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
eDMA  
Dynamic Model Averaging with Grid Search
Perform dynamic model averaging with grid search as in Dangl and Halling (2012) ...
Download / Learn more Package Citations See dependency  
shinymodels  
Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the ...
Download / Learn more Package Citations See dependency  
kriens  
Continuation Passing Style Development
Provides basic functions for Continuation-Passing Style development. ...
Download / Learn more Package Citations See dependency  
imguR  
An Imgur.com API Client Package
A complete API client for the image hosting service Imgur.com, including the an imgur graphics devic ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

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