Permutations Tests and Performance Indicator for Zero-Inflated Proportions Response
The scalar delta
Turn factor into multiple column
The performance indicator
The max performance indicator
Construct Design Matrix
Permutations tests
Scale vector
Statistic for non-numeric factor tests
Statistic for non-numeric factor multiple tests
ZIprop: A package for Zero-Inflated Proportions data (ZIprop)
Permutations tests to identify factor correlated to zero-inflated proportions response. Provide a performance indicator based on Spearman correlation to quantify the part of correlation explained by the selected set of factors. See details for the method at the following preprint e.g.: <https://hal.archives-ouvertes.fr/hal-02936779v3>.