mpmi

Mixed-Pair Mutual Information Estimators

CRAN Package

Uses a kernel smoothing approach to calculate Mutual Information for comparisons between all types of variables including continuous vs continuous, continuous vs discrete and discrete vs discrete. Uses a nonparametric bias correction giving Bias Corrected Mutual Information (BCMI). Implemented efficiently in Fortran 95 with OpenMP and suited to large genomic datasets.

  • Version0.43.2.1
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release07/05/2023

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  • Depends1 package
  • Reverse Imports1 package