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.
copied from cf-staging / r-mpmiLabel | Latest Version |
---|---|
main | 0.43.2.1 |
cf201901 | 0.42 |
cf202003 | 0.43 |
gcc7 | 0.42 |