Nonparametric Statistical Inference With An Emphasis On Information-Theoretic Methods

This book addresses contemporary statistical inference issues when no or minimal assumptions on the nature of studied phenomenon are imposed. Information theory methods play an important role in such scenarios. The approaches discussed include various high-dimensional regression problems, time series and dependence analyses.

• | Author: Jan Mielniczuk
• | Publisher: Mdpi AG
• | Publication Date: Jun 02, 2022
• | Number of Pages: 228 pages
• | Language: English
• | Binding: Hardcover
• | ISBN-10: 3036542973
• | ISBN-13: 9783036542973