SpringerBriefs in Statistics

Bayesians Versus Frequentists

A Philosophical Debate on Statistical Reasoning

Authors: Vallverdú, Jordi

  • Provides a detailed historical comparison and analysis of Bayesianism and frequentism
  • Features a precise philosophical analysis of the Bayesian vs. frequentist controversy
  • Stimulates the reader to think about causality, chance, determinism and indeterminism
see more benefits

Buy this book

eBook 44,02 €
price for Spain (gross)
  • ISBN 978-3-662-48638-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 57,19 €
price for Spain (gross)
  • ISBN 978-3-662-48636-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book analyzes the origins of statistical thinking as well as its related philosophical questions, such as causality, determinism or chance. Bayesian and frequentist approaches are subjected to a historical, cognitive and epistemological analysis, making it possible to not only compare the two competing theories, but to also find a potential solution. The work pursues a naturalistic approach, proceeding from the existence of numerosity in natural environments to the existence of contemporary formulas and methodologies to heuristic pragmatism, a concept introduced in the book’s final section. This monograph will be of interest to philosophers and historians of science and students in related fields. Despite the mathematical nature of the topic, no statistical background is required, making the book a valuable read for anyone interested in the history of statistics and human cognition.

About the authors

Jordi Vallverdú, Ph.D., M.Sci., B.Mus, B.Phil is a Tenure Professor at Universitat Autònoma de Barcelona, Catalonia, Spain. His research embraces the cognitive and epistemic aspects of contemporary scientific research, especially in the fields of emotional modelling, computer science and robotics. In 2011 he won a Japanese JSPS fellowship to pursue research on computational HRI interfaces at Kyoto University. He was a keynote speaker at ECAP09 (TUM, Munich, Germany), EBICC2012 (UNESP, Brazil) and SLACTIONS 2013 (Portugal). As an expert on emotions and cognition he founded and serves as an Editor-in-chief of the International Journal of Synthetic Emotions (IJSE). He is also a research member of GEHUCT and TECNOCOG.

Reviews

“This book argues for the superiority of bayesianism (the author prefers lower-case) over frequentism, collecting nearly two dozen articles organized into a few sections with an index of persons. … Anyone interested in the history of statistics, let alone the subject debate, and in how our choice of statistical foundation affects our view of the world will find this work entertaining in enlightening.” (Tom Schulte, MAA Reviews, maa.org, August, 2016)


Table of contents (8 chapters)

  • Some Questions to Begin with

    Vallverdú, Jordi

    Pages 1-18

    Preview Buy Chapter 30,19 €
  • Ancient Statistics History in a Nutshell

    Vallverdú, Jordi

    Pages 19-36

    Preview Buy Chapter 30,19 €
  • The Bayesian Approach and Its Evolution Until the Beginning of the Twentieth Century

    Vallverdú, Jordi

    Pages 37-47

    Preview Buy Chapter 30,19 €
  • A Conceptual Reply to Reverend Bayes: The Frequentist Approach

    Vallverdú, Jordi

    Pages 49-60

    Preview Buy Chapter 30,19 €
  • The Coevolution, Battles, and Fights of Both Paradigms

    Vallverdú, Jordi

    Pages 61-76

    Preview Buy Chapter 30,19 €

Buy this book

eBook 44,02 €
price for Spain (gross)
  • ISBN 978-3-662-48638-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 57,19 €
price for Spain (gross)
  • ISBN 978-3-662-48636-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Bayesians Versus Frequentists
Book Subtitle
A Philosophical Debate on Statistical Reasoning
Authors
Series Title
SpringerBriefs in Statistics
Copyright
2016
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
The Author(s)
eBook ISBN
978-3-662-48638-2
DOI
10.1007/978-3-662-48638-2
Softcover ISBN
978-3-662-48636-8
Series ISSN
2191-544X
Edition Number
1
Number of Pages
XII, 110
Number of Illustrations
2 illustrations in colour
Topics