Bayesians Versus Frequentists: A Philosophical Debate on Statistical Reasoning

Front Cover
Springer, Nov 6, 2015 - Science - 110 pages

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.

 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

1 Some Questions to Begin with
1
2 Ancient Statistics History in a Nutshell
19
3 The Bayesian Approach and Its Evolution Until the Beginning of the Twentieth Century
37
The Frequentist Approach
48
5 The Coevolution Battles and Fights of Both Paradigms
61
6 The Birth of Multicausality as the Death of Causality and Their Statistical Corollaries
77
7 Natural Versus Artificial Minds and the Supercomputing Era
93
8 And the Winner Is2026
100
Index
108
Copyright

Other editions - View all

Common terms and phrases

About the author (2015)

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.

Bibliographic information