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Mixed-Pair Mutual Information Estimators
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | mpmi |
Mixed-Pair Mutual Information Estimators |
Statements
5 July 2023
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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.
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