Other packages > Find by keyword >

stapler  

Simultaneous Truth and Performance Level Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stapler", "0.8.0")



Attach the package and use:
library("stapler")
Maintained by
John Muschelli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-27
Latest Update: 2025-04-01
Description:
An implementation of Simultaneous Truth and Performance Level Estimation (STAPLE) <doi:10.1109/TMI.2004.828354>.This method is used when there are multiple raters for an object, typically an image, and this method fuses these ratings into one rating.It uses an expectation-maximization method to estimate this rating and the individual specificity/sensitivity for each rater.
How to cite:
John Muschelli (2017). stapler: Simultaneous Truth and Performance Level Estimation. R package version 0.8.0, https://cran.r-project.org/web/packages/stapler. Accessed 29 Jun. 2026.
Previous versions and publish date:
0.6.3 (2017-11-27 17:46), 0.6.5 (2018-02-02 18:15), 0.6.6 (2019-03-07 02:20), 0.7.1 (2020-01-09 19:50)
Other packages that cited stapler R package
View stapler citation profile
Other R packages that stapler depends, imports, suggests or enhances
Complete documentation for stapler
Functions, R codes and Examples using the stapler R package
Some associated functions: staple . staple_bin_img . staple_bin_mat . staple_example_data . staple_multi_mat . 
Some associated R codes: aaa_utils.R . staple.R . staple_binimg.R . staple_binmat.R . staple_example_data.R . staple_multi_mat.R .  Full stapler package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sprintr  
Sparse Reluctant Interaction Modeling
An implementation of a computationally efficient method to fit large-scale interaction models based ...
Download / Learn more Package Citations See dependency  
Maintainer: Guo Yu (view profile)
cogmapr  
Cognitive Mapping Tools Based on Coding of Textual Sources
Functions for building cognitive maps based on qualitative data. Inputs are textual sources (article ...
Download / Learn more Package Citations See dependency  
SurvDisc  
Discrete Time Survival and Longitudinal Data Analysis
Various functions for discrete time survival analysis and longitudinal analysis. SIMEX method for co ...
Download / Learn more Package Citations See dependency  
mappoly  
Genetic Linkage Maps in Autopolyploids
Construction of genetic maps in autopolyploid full-sib populations. Uses pairwise recombination fra ...
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  
ollg  
Computes some Measures of OLL-G Family of Distributions
Computes the pdf, cdf, quantile function, hazard function and generating random numbers for Odd log- ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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