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Thinking About Statistics

The Philosophical Foundations

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Bridging statistics and philosophy, this book explores the core concepts of various statistical methodologies, including Bayesian and frequentist approaches, model selection, machine learning, and causal inference. It examines the philosophical implications of these methods, offering insights into how statistical practices intersect with philosophical thought. This unique perspective enriches the understanding of both disciplines, making it a valuable resource for those interested in the theoretical underpinnings of statistical analysis.

Vydanie

Nákup knihy

Thinking About Statistics, Jun Otsuka

Jazyk
Rok vydania
2022
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Podtitul
The Philosophical Foundations
Jazyk
anglicky
Vydavateľ
Routledge
Rok vydania
2022
Väzba
pevná
Počet strán
194
ISBN13
9781032333106
Série
Hodnotenie
5 z 5
Anotácia
Bridging statistics and philosophy, this book explores the core concepts of various statistical methodologies, including Bayesian and frequentist approaches, model selection, machine learning, and causal inference. It examines the philosophical implications of these methods, offering insights into how statistical practices intersect with philosophical thought. This unique perspective enriches the understanding of both disciplines, making it a valuable resource for those interested in the theoretical underpinnings of statistical analysis.