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 |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.