Testing multivariate normality by testing independence
–arXiv.org Artificial Intelligence
We propose a simple multivariate normality test based on Kac-Bernstein's characterization, which can be conducted by utilising existing statistical independence tests for sums and differences of data samples. We also perform its empirical investigation, which reveals that for high-dimensional data, the proposed approach may be more efficient than the alternative ones. The accompanying code repository is provided at \url{https://shorturl.at/rtuy5}.
arXiv.org Artificial Intelligence
Dec-23-2023
- Country:
- Europe > Lithuania
- Kaunas County > Kaunas (0.04)
- Asia > Japan
- Honshū > Kantō > Kanagawa Prefecture (0.04)
- Europe > Lithuania
- Genre:
- Research Report (0.82)
- Technology: