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 26 Jun. 2026.
Previous versions and publish date:
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

infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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