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Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods

Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods

Hardcover

Technology & Engineering

ISBN10: 3036542973
ISBN13: 9783036542973
Publisher: Mdpi AG
Published: Jun 2 2022
Pages: 228
Weight: 1.53
Height: 0.75 Width: 6.69 Depth: 9.61
Language: English

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.

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Mielniczuk, Jan

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Technology & Engineering