Bayes' Theorem in the 21st Century

Bayes' theorem plays an increasingly prominent role in statistical applications but remains controversial among statisticians. The term "controversial theorem" sounds like an oxymoron, but Bayes' theorem has played this part for two-and-a-half centuries. Twice it has soared to sc...

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Veröffentlicht in:Science (American Association for the Advancement of Science) 2013-06, Vol.340 (6137), p.1177-1178
1. Verfasser: Efron, Bradley
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description Bayes' theorem plays an increasingly prominent role in statistical applications but remains controversial among statisticians. The term "controversial theorem" sounds like an oxymoron, but Bayes' theorem has played this part for two-and-a-half centuries. Twice it has soared to scientific celebrity, twice it has crashed, and it is currently enjoying another boom. The theorem itself is a landmark of logical reasoning and the first serious triumph of statistical inference, yet is still treated with suspicion by most statisticians. There are reasons to believe in the staying power of its current popularity, but also some signs of trouble ahead.
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subjects Acoustics
Bayes theorem
Bayesian analysis
Boom
Empirical evidence
Inference
Landmarks
Logical theorems
Mathematical theorems
PERSPECTIVES
Reasoning
Science
Scientific method
Statistical theories
Statistics
Theorems
Twins
title Bayes' Theorem in the 21st Century
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