MINE: Maximal Information-based Nonparametric Exploration

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MINE Application WHO Data Set Gene Expression Data Set Microbiome Data Set Baseball Data Set

P-Value Tables

Because MIC is rank-order statistic, the uncorrected p-value of a given MIC score under a null hypothesis of statistical independence depends only on the score and on the sample size of the relationship in question. We have pre-computed the p-values of various MIC scores at different sample sizes. To find a p-value for your MIC score, download the comma-separated values (CSV) file corresponding to your sample size:

20	25	30	35	40	45	50	55	60	65
70	75	80	85	90	95	100	110	120	130
140	150	170	190	220	260	300	340	380	440
520	600	680	760

The table above was created using default parameters for MIC, and in particular α = 0.6 was used. We hope to include tables for other settings of α, as well as expanded tables with more sample sizes, in the near future.

20	25	30	35	40	45	50	55	60	65
70	75	80	85	90	95	100	110	120	130
140	150	170	190	220	260	300	340	380	440
520	600	680	760

20	25	30	35	40	45	50	55	60	65
70	75	80	85	90	95	100	110	120	130
140	150	170	190	220	260	300	340	380	440
520	600	680	760

20	25	30	35	40	45	50	55	60	65
70	75	80	85	90	95	100	110	120	130
140	150	170	190	220	260	300	340	380	440
520	600	680	760