Other packages > Find by keyword >

maclogp  

Measures of Uncertainty for Model Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("maclogp", "0.1.1")



Attach the package and use:
library("maclogp")
Maintained by
Yuanyuan Li
[Scholar Profile | Author Map]
First Published: 2021-04-22
Latest Update: 2021-04-22
Description:
Following the common types of measures of uncertainty for parameter estimation, two measures of uncertainty were proposed for model selection, see Liu, Li and Jiang (2020) . The first measure is a kind of model confidence set that relates to the variation of model selection, called Mac. The second measure focuses on error of model selection, called LogP. They are all computed via bootstrapping. This package provides functions to compute these two measures. Furthermore, a similar model confidence set adapted from Bayesian Model Averaging can also be computed using this package.
How to cite:
Yuanyuan Li (2021). maclogp: Measures of Uncertainty for Model Selection. R package version 0.1.1, https://cran.r-project.org/web/packages/maclogp. Accessed 14 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited maclogp R package
View maclogp citation profile
Other R packages that maclogp depends, imports, suggests or enhances
Complete documentation for maclogp
Functions, R codes and Examples using the maclogp R package
Some associated functions: MAC . Models_gen . bms . diabetes . plot_MAC . 
Some associated R codes: MAC.R . Models_gen.R . bms.R . data.R . plot_MAC.R . subfuncs.R .  Full maclogp package functions and examples
Downloads during the last 30 days
02/1202/1302/1402/1502/1602/1702/1802/1902/2002/2102/2202/2302/2402/2502/2602/2803/0103/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/13Downloads for maclogp12345678910TrendBars

Today's Hot Picks in Authors and Packages

rainbow  
Bagplots, Boxplots and Rainbow Plots for Functional Data
Visualizing functional data and identifying functional outliers. ...
Download / Learn more Package Citations See dependency  
fhircrackr  
Handling HL7 FHIR® Resources in R
Useful tools for conveniently downloading FHIR resources in xml format and converting them to R dat ...
Download / Learn more Package Citations See dependency  
waveband  
Computes Credible Intervals for Bayesian Wavelet Shrinkage
Computes Bayesian wavelet shrinkage credible intervals for nonparametric regression. The method us ...
Download / Learn more Package Citations See dependency  
HandTill2001  
Multiple Class Area under ROC Curve
An S4 implementation of Eq. (3) and Eq. (7) by David J. Hand and Robert J. Till (2001) ...
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  
repello  
Reports from Trello in R
Creates reports from Trello, a collaborative, project organization and list-making application. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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