Philosophies, puzzles and paradoxes : a statistician's search for truth / Yudi Pawitan and Youngjo Lee.
Material type:
TextPublisher: Boca Raton, FL : CRC Press, 2024Copyright date: ©2024Edition: First editionDescription: 1 online resource (xxvii, 323 pages) : illustrations, mapContent type: - text
- computer
- online resource
- 9781003341659
- 1003341659
- 9781003849049
- 1003849040
- 9781003849032
- 1003849032
- QA273.A35 P395 2024
Includes bibliographical references and index.
"Mathematics is focused on formal manipulation of abstract concepts, while statistics deals with real-world data and involves a higher degree of subjectivity due to the role of interpretation. Interpretation is shaped by context as well as the knowledge, biases, assumptions or preconceptions of the interpreter, leading to a variety of potential interpretations of concepts as well as results. This book thoroughly examines the distinct philosophical approaches to statistics--Bayesian, frequentist, and likelihood--arising from different interpretations of probability and uncertainty. These differences are highlighted through a variety of puzzles and paradoxes"-- Provided by publisher.
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Description based on online resource; title from digital title page (viewed on April 15, 2024).
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