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Bayesian Reasoning In Data Analysis: A Critical Introduction
Language: en
Pages: 351
Authors: Giulio D'agostini
Categories: Mathematics
Type: BOOK - Published: 2003-06-13 - Publisher: World Scientific

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This book provides a multi-level introduction to Bayesian reasoning (as opposed to “conventional statistics”) and its applications to data analysis. The bas
Reasoning with Data
Language: en
Pages: 336
Authors: Jeffrey M. Stanton
Categories: Social Science
Type: BOOK - Published: 2017-05-22 - Publisher: Guilford Publications

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Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs,
Bayesian Logical Data Analysis for the Physical Sciences
Language: en
Pages: 498
Authors: Phil Gregory
Categories: Mathematics
Type: BOOK - Published: 2005-04-14 - Publisher: Cambridge University Press

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Bayesian inference provides a simple and unified approach to data analysis, allowing experimenters to assign probabilities to competing hypotheses of interest,
Bayesian Data Analysis, Third Edition
Language: en
Pages: 677
Authors: Andrew Gelman
Categories: Mathematics
Type: BOOK - Published: 2013-11-01 - Publisher: CRC Press

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Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzin
Bayesian Reasoning and Machine Learning
Language: en
Pages: 739
Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2012-02-02 - Publisher: Cambridge University Press

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A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.