Other packages > Find by keyword >

pintervals  

Model Agnostic Prediction Intervals
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pintervals", "0.7.5")



Attach the package and use:
library("pintervals")
Maintained by
David Randahl
[Scholar Profile | Author Map]
First Published: 2025-03-05
Latest Update: 2025-03-05
Description:
Provides tools for estimating model-agnostic prediction intervals using conformal prediction, bootstrapping, and parametric prediction intervals. The package is designed for ease of use, offering intuitive functions for both binned and full conformal prediction methods, as well as parametric interval estimation with diagnostic checks. Currently only working for continuous predictions. For details on the conformal and bin-conditional conformal prediction methods, see Randahl, Williams, and Hegre (2024) <doi:10.48550/arXiv.2410.14507>.
How to cite:
David Randahl (2025). pintervals: Model Agnostic Prediction Intervals. R package version 0.7.5, https://cran.r-project.org/web/packages/pintervals. Accessed 02 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited pintervals R package
View pintervals citation profile
Other R packages that pintervals depends, imports, suggests or enhances
Complete documentation for pintervals
Functions, R codes and Examples using the pintervals R package
Full pintervals package functions and examples
Downloads during the last 30 days
04/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for pintervals246810121416TrendBars

Today's Hot Picks in Authors and Packages

quotedargs  
A Way of Writing Functions that Quote their Arguments
A facility for writing functions that quote their arguments, may sometimes evaluate them in the env ...
Download / Learn more Package Citations See dependency  
contFracR  
Continued Fraction Generators and Evaluators
Converts numbers to continued fractions and back again. A solver for Pell's Equation is provided. T ...
Download / Learn more Package Citations See dependency  
disprofas  
Non-Parametric Dissolution Profile Analysis
Similarity of dissolution profiles is assessed using the similarity factor f2 according to the EMA ...
Download / Learn more Package Citations See dependency  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
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  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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