fastmit
Fast Mutual Information Based Independence Test
Description
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (2004) <doi:10.1103/PhysRevE.69.066138> to measure general dependence and the time complexity for our estimator is only squared to the sample size, which is faster than other statistics. Besides, an implementation of mutual information based independence test is provided for analyzing multivariate data in Euclidean space (T B. Berrett, et al. (2019) <doi:10.1093/biomet/asz024>); furthermore, we extend it to tackle datasets in metric spaces.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | ERROR |
| 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 | NOTE |
Check details (3 non-OK)
C++ specification
Obsolete C++11 standard request will be ignored
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.5/fastmit.Rcheck/00install.out' for details.
C++ specification
Obsolete C++11 standard request will be ignored
Check History
ERROR 9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 23, 2026
C++ specification
Obsolete C++11 standard request will be ignored
C++ specification
Specified C++11: please drop specification unless essential
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.4/fastmit.Rcheck/00install.out' for details.
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
C++ specification
Obsolete C++11 standard request will be ignored
C++ specification
Specified C++11: please drop specification unless essential
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
C++ specification
Specified C++11: please drop specification unless essential
ERROR 9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/fastmit.Rcheck/00install.out' for details.
C++ specification
Specified C++11: please drop specification unless essential
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
C++ specification
Specified C++11: please drop specification unless essential
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
C++ specification
Obsolete C++11 standard request will be ignored
C++ specification
Specified C++11: please drop specification unless essential
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
C++ specification
Specified C++11: please drop specification unless essential
Dependency Network
Version History
1 trackedR Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Dec 30, 2019. Releases before tracking aren’t shown.