fastmit

Fast Mutual Information Based Independence Test

v0.1.1 · Dec 30, 2019 · GPL (>= 2)

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.

Downloads

193

Last 30 days

17310th

193

Last 90 days

193

Last year

CRAN Check Status

5 NOTE

9 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	85.1s
r-devel-linux-x86_64-debian-gcc	OK	55.4s
r-devel-linux-x86_64-fedora-clang	OK	127s
r-devel-linux-x86_64-fedora-gcc	OK	142.3s
r-devel-macos-arm64	OK	15s
r-devel-windows-x86_64	NOTE	100s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	49s
r-oldrel-windows-x86_64	NOTE	113s
r-patched-linux-x86_64	OK	65.8s
r-release-linux-x86_64	OK	62.6s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	52s
r-release-windows-x86_64	NOTE	93s

Check details (15 non-OK)

OK 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-macos-arm64

NOTE r-devel-windows-x86_64

C++ specification

  Obsolete C++11 standard request will be ignored

NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

C++ specification

  Specified C++11: please drop specification unless essential

NOTE r-oldrel-windows-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

OK r-patched-linux-x86_64

OK r-release-linux-x86_64

OK r-release-macos-arm64

OK r-release-macos-x86_64

NOTE r-release-windows-x86_64

C++ specification

  Specified C++11: please drop specification unless essential

Check History

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

NOTE r-devel-windows-x86_64

C++ specification

  Obsolete C++11 standard request will be ignored

NOTE r-release-windows-x86_64

C++ specification

  Specified C++11: please drop specification unless essential

NOTE r-oldrel-macos-arm64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-macos-x86_64

LazyData

  'LazyData' is specified without a 'data' directory

NOTE r-oldrel-windows-x86_64

C++ specification

  Specified C++11: please drop specification unless essential

Dependency Network

Version History

new 0.1.1 Mar 9, 2026