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Bayesians versus frequentists[electronic resource] :a philosophical debate on statistical reasoning /

レコード種別:	言語・文字資料 (印刷物) : 単行資料
[NT 15000414] null:	519.5
タイトル / 著者:	Bayesians versus frequentists : a philosophical debate on statistical reasoning // by Jordi Vallverdu.
著者:	Vallverdu, Jordi.
出版された:	Berlin, Heidelberg : : Springer Berlin Heidelberg :, 2016.
記述:	xii, 110 p. : : ill., digital ;; 24 cm.
含まれています:	Springer eBooks
主題:	Mathematical statistics.
主題:	Probabilities.
主題:	Philosophy.
主題:	Philosophy of Science.
主題:	History of Mathematical Sciences.
主題:	History of Science.
主題:	Statistical Theory and Methods.
国際標準図書番号 (ISBN) :	9783662486382
国際標準図書番号 (ISBN) :	9783662486368
[NT 15000228] null:	Some Questions to Begin with -- Ancient Statistics History in a Nutshell -- The Bayesian Approach and its Evolution until the Beginning of 20th Century -- A Conceptual Reply to Reverend Bayes: the Frequentist Approach -- The Co-evolution, Battles and Fights of Both Paradigms -- The Birth of Multicausality as the Death of Causality and Their Statistical Corollaries.- Natural vs. Artificial Minds and the Supercomputing Era -- And the Winner is... -- References.
[NT 15000229] null:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-662-48638-2

Bayesians versus frequentists[electronic resource] :a philosophical debate on statistical reasoning /
Vallverdu, Jordi.

Bayesians versus frequentistsa philosophical debate on statistical reasoning /[electronic resource] :by Jordi Vallverdu. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - xii, 110 p. :ill., digital ;24 cm. - SpringerBriefs in statistics,2191-544X. - SpringerBriefs in statistics..

Some Questions to Begin with -- Ancient Statistics History in a Nutshell -- The Bayesian Approach and its Evolution until the Beginning of 20th Century -- A Conceptual Reply to Reverend Bayes: the Frequentist Approach -- The Co-evolution, Battles and Fights of Both Paradigms -- The Birth of Multicausality as the Death of Causality and Their Statistical Corollaries.- Natural vs. Artificial Minds and the Supercomputing Era -- And the Winner is... -- References.

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.

ISBN: 9783662486382

Standard No.: 10.1007/978-3-662-48638-2doiSubjects--Topical Terms:

171875
Mathematical statistics.

LC Class. No.: QA276

Dewey Class. No.: 519.5

Bayesians versus frequentists[electronic resource] :a philosophical debate on statistical reasoning /
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505 0 $a Some Questions to Begin with -- Ancient Statistics History in a Nutshell -- The Bayesian Approach and its Evolution until the Beginning of 20th Century -- A Conceptual Reply to Reverend Bayes: the Frequentist Approach -- The Co-evolution, Battles and Fights of Both Paradigms -- The Birth of Multicausality as the Death of Causality and Their Statistical Corollaries.- Natural vs. Artificial Minds and the Supercomputing Era -- And the Winner is... -- References.
520 $a 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.
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