Description Usage Arguments Value References Examples

This function provides method for dependence test. It uses permutation test to determine the rejection region.

1 | ```
JMI(x, y, BN = 1000)
``` |

`x` |
n by p sample matrix. |

`y` |
n by q sample matrix. |

`BN` |
Number of permutations, the default value is 1000. |

the output is a list which contains:

mi: the value of Jackknife Mutual information

pvalue: the p-value of independence test that based on the permutation of JMI, the value is not provided if BN=0.

Zeng, X., Xia, Y., & Tong, H. (2018). Jackknife approach to the estimation of mutual information[J]. Proceedings of the National Academy of Sciences, 201715593.

1 2 3 4 5 6 |

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.