Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods

• Tác giả: Jan Mielniczuk
• Ngôn ngữ: eng
• ISBN-13: 978-3036542973
• Thông tin xuất bản: Basel, Switzerland : MDPI - Multidisciplinary Digital Publishing Institute, 2022
• Mô tả vật lý: 1 electronic resource (226 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 250000
• Chủ đề: 1. History of engineering & technology; 2. Mechanical engineering & materials; 3. Technology: general issues

Tóm tắt

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.