The Nature of Statistical Evidence

The purpose of this book is to discuss whether statistical methods make sense. That is a fair question, at the heart of the statistician-client relationship, but put so boldly it may arouse anger. The many books entitled something like Foundations of Statistics avoid controversy by merely describing...

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Detalles Bibliográficos
Autor Principal: Thompson, Bill
Formato: Livre numérique
Idioma:Anglais
Publicado: New York, NY : Springer New York [20..].
Cham : Springer Nature
Edición:1st ed. 2007.
Series:Lecture Notes in Statistics 189
Sujets:
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Nota: L'impression du document génère 153 p.
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Edition sous un autre format:• The nature of statistical evidence, Bill Thompson, New York, Springer, 2007, 1 vol. (X-152 p.), Lecture notes in statistics, 978-0-387-40050-1
• The Nature of Statistical Evidence, Texte imprimé, 9780387516011
• The nature of statistical evidence, Bill Thompson, New York, Springer, 2007, 1 vol. (X-152 p.), Lecture notes in statistics, 978-0-387-40050-1
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505 1 |a Overview Overview The Context Mathematics and Its Applications The Evolution of Natural Scientists and Their Theories Law and Learning Interpreting Probability to Probability The Fair Betting Utility Interpretation of Probability Attitudes Toward Chance Statistical Models of Induction A Framework for Statistical Evidence A Critique of Bayesian Inference The Long-Run Consequence of Behavior A Critique of p-Values The Nature of Statistical Evidence The Science of Statistics Comparison of Evidential Theories. 
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520 |a The purpose of this book is to discuss whether statistical methods make sense. That is a fair question, at the heart of the statistician-client relationship, but put so boldly it may arouse anger. The many books entitled something like Foundations of Statistics avoid controversy by merely describing the various methods without explaining why certain conclusions may be drawn from certain data. But we statisticians need a better answer then just shouting a little louder. To avoid a duel, we prejudge the issue and ask the narrower question: "In what sense do statistical methods provide scientific evidence?" The present volume begins the task of providing interpretations and explanations of several theories of statistical evidence. It should be relevant to anyone interested in the logic of experimental science. Have we achieved a true Foundation of Statistics? We have made the link with one widely accepted view of science and we have explained the senses in which Bayesian statistics and p-values allow us to draw conclusions. Bill Thompson is Professor emeritus of Statistics at the University of Missouri-Columbia. He has had practical affiliations with the National Bureau of Standards, E.I. Dupont, the U.S. Army Air Defense Board, and Oak Ridge National Laboratories. He is a fellow of the American Statistical Association and has served as associate editor of the journal of that society. He has authored the book Applied Probability. 
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650 |a Théorie de Dempster-Shafer 
650 |a Statistique bayésienne 
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