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eVCGsampler

VCG Sampling using Energy-Based Covariate Balancing

v0.9.5 · Feb 13, 2026 · MIT + file LICENSE
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Description

Provides a principled framework for sampling Virtual Control Group (VCG) using energy distance-based covariate balancing. The package offers visualization tools to assess covariate balance and includes a permutation test to evaluate the statistical significance of observed deviations.

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CRAN Check Status

9 WARNING
5 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang WARNING
r-devel-linux-x86_64-debian-gcc WARNING
r-devel-linux-x86_64-fedora-clang WARNING
r-devel-linux-x86_64-fedora-gcc WARNING
r-devel-macos-arm64 OK
r-devel-windows-x86_64 WARNING
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 WARNING
r-patched-linux-x86_64 WARNING
r-release-linux-x86_64 WARNING
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 WARNING
Check details (14 non-OK)
WARNING r-devel-linux-x86_64-debian-clang

examples

Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
Examples with CPU (user + system) or elapsed time > 5s
               user system elapsed
find_outliers 5.003  0.071   6.233
VCG_sampler   3.388  0.111   5.431
WARNING r-devel-linux-x86_64-debian-gcc

examples

Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-clang

examples

Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-gcc

examples

Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
OK r-devel-macos-arm64

*


            

            

              

                WARNING
                r-devel-windows-x86_64
              

              
examples

              
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.

            

            

              

                OK
                r-oldrel-macos-arm64
              

              
*

              

            

            

              

                OK
                r-oldrel-macos-x86_64
              

              
*

              

            

            

              

                WARNING
                r-oldrel-windows-x86_64
              

              
examples

              
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.

            

            

              

                WARNING
                r-patched-linux-x86_64
              

              
examples

              
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
Examples with CPU (user + system) or elapsed time > 5s
               user system elapsed
find_outliers 5.117  0.047   7.205

            

            

              

                WARNING
                r-release-linux-x86_64
              

              
examples

              
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
Examples with CPU (user + system) or elapsed time > 5s
               user system elapsed
find_outliers 5.077      0   6.212

            

            

              

                OK
                r-release-macos-arm64
              

              
*

              

            

            

              

                OK
                r-release-macos-x86_64
              

              
*

              

            

            

              

                WARNING
                r-release-windows-x86_64
              

              
examples

              
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.

            

          

        

      



      

      
      

        
Check History

        

          

            
              WARNING
              
                5 OK ·                 0 NOTE ·                 9 WARNING ·                 0 ERROR ·                 0 FAILURE              
              Mar 9, 2026
            
            

              

                

                  WARNING
                  r-devel-linux-x86_64-debian-clang
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-devel-linux-x86_64-debian-gcc
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-devel-linux-x86_64-fedora-clang
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-devel-linux-x86_64-fedora-gcc
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-devel-windows-x86_64
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-patched-linux-x86_64
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-release-linux-x86_64
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-release-windows-x86_64
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

              

                

                  WARNING
                  r-oldrel-windows-x86_64
                

                
examples

                
Found the following significant warnings:

  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warning: ! The `polish` argument is deprecated.
  Warni

              

            

          

        

      


      

      
      

        
Dependency Network

        

          
            

            
            
            Dependencies
            
            Reverse dependencies

            
            
            
            
            

            

            
            
              
              ggplot2
            
            
              
              ggforce
            
            
              
              osqp
            
            
              
              patchwork
            

            

            
            
            eVCGsampler
          
        

      


      
      

        
Version History

        

          

            new
            0.9.5
            Mar 10, 2026