
BOOKS - NATURAL SCIENCES - Confidence, Likelihood, Probability. Statistical Inference...

Confidence, Likelihood, Probability. Statistical Inference with Confidence Distributions
Author: Tore Schweder; Nils Lid Hjort
Year: 2016
Format: PDF
File size: 14,01 MB
Language: ENG

Year: 2016
Format: PDF
File size: 14,01 MB
Language: ENG

Book Description: Confidence Likelihood Probability Statistical Inference with Confidence Distributions Tore Schweder; Nils Lid Hjort 2016 Pages: 521 Genre: Statistics, Probability, Inference, Machine Learning Overview: In this groundbreaking book, [Insert Author's Name] presents a comprehensive guide to statistical inference with confidence distributions, providing readers with a thorough understanding of the process of technology evolution and its impact on modern knowledge. The author emphasizes the need to develop a personal paradigm for perceiving the technological process, highlighting the importance of adapting to the rapidly changing world of technology and its implications on humanity. With a unique blend of theory, illustrations, and exercises, this book is an essential resource for statisticians and data-oriented scientists at all levels of experience. Plot Summary: The book begins by introducing the concept of confidence distributions, which are essential in making complex models more accessible to objective and prior-free analysis. The author explains how these distributions can lead to optimal combinations of confidence from different sources of information, providing a more accurate representation of reality. As the reader progresses through the book, they will discover the merits of using confidence distributions, including their ability to make complex models amenable to objective and indeed prior-free analysis. The author then delves into the theory of risk functions and comparisons for distributions of confidence that are not necessarily exponential. This section provides a deeper understanding of the underlying principles of confidence distributions and their applications in various fields. The book also includes numerous examples and exercises to help readers reinforce their understanding of the concepts presented.
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