Directional Alternative Hypotheses in Data Homogeneity Analysis
Abstract
This paper deals with the use of permutation tests in the analysis of data homogeneity. The proposed solution is based on a nonparametric approach that involves the use of a combined permutation test. The strategy corresponds to Pesarin’s Nonparametric Combination (NPC) method. This non-classical approach to statistical inference allows for the formulation of complex alternative hypotheses.
Fields of Study & Subjects
Probability and Statistical Research
Statistical Methods and Applications
Advanced Statistical Methods and Models
Publication details
- Journal / source
- Communications of International Proceedings
- Publication date
- 4 March 2026
- Language
- EN