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ConformalSmallest

Efficient Tuning-Free Conformal Prediction

v1.0 · Aug 9, 2021 · GPL (>= 3)
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Description

An implementation of efficiency first conformal prediction (EFCP) and validity first conformal prediction (VFCP) that demonstrates both validity (coverage guarantee) and efficiency (width guarantee). To learn how to use it, check the vignettes for a quick tutorial. The package is based on the work by Yang Y., Kuchibhotla A.,(2021) <arxiv:2104.13871>.

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r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Yachong Yang <yachong@wharton.upenn.edu>’

The Description field contains
  <arxiv:2104.13871>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Yachong Yang <yachong@wharton.upenn.edu>’

The Description field contains
  <arxiv:2104.13871>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘mvtnorm’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘mvtnorm’
  All declared Imports should be used.
OK r-devel-macos-arm64

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Check History

        

          

            
              NOTE
              
                10 OK ·                 4 NOTE ·                 0 WARNING ·                 0 ERROR ·                 0 FAILURE              
              Mar 9, 2026
            
            

              

                

                  NOTE
                  r-devel-linux-x86_64-debian-clang
                

                
CRAN incoming feasibility

                
Maintainer: ‘Yachong Yang <yachong@wharton.upenn.edu>’

The Description field contains
  <arxiv:2104.13871>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

              

              

                

                  NOTE
                  r-devel-linux-x86_64-debian-gcc
                

                
CRAN incoming feasibility

                
Maintainer: ‘Yachong Yang <yachong@wharton.upenn.edu>’

The Description field contains
  <arxiv:2104.13871>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

              

              

                

                  NOTE
                  r-devel-linux-x86_64-fedora-clang
                

                
dependencies in R code

                
Namespace in Imports field not imported from: ‘mvtnorm’
  All declared Imports should be used.

              

              

                

                  NOTE
                  r-devel-linux-x86_64-fedora-gcc
                

                
dependencies in R code

                
Namespace in Imports field not imported from: ‘mvtnorm’
  All declared Imports should be used.

              

            

          

        

      


      

      
      

        
Dependency Network

        

          
            

            
            
            Dependencies
            
            Reverse dependencies

            
            
            
            
            

            

            
            
              
              glmnet
            
            
              
              mvtnorm
            
            
              
              MASS
            
            
              
              quantregForest
            

            

            
            
            ConformalSmallest
          
        

      


      
      

        
Version History

        

          

            new
            1.0
            Mar 9, 2026