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Doing Bayesian Data Analysis

Pub Date : 2010-11-25 | Author : John Kruschke | Publisher : Academic Press

ISBN 10 : 0123814863
ISBN 13 : 9780123814869

There is an explosion of interest in Bayesian statistics, primarily because recently created computational methods have finally made Bayesian analysis tractable and accessible to a..


Doing Bayesian Data Analysis

Pub Date : 2014-11-11 | Author : John Kruschke | Publisher : Academic Press

ISBN 10 : 9780124059160
ISBN 13 : 0124059163

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clea..


Bayesian Data Analysis Third Edition

Pub Date : 2013-11-01 | Author : Andrew Gelman | Publisher : CRC Press

ISBN 10 : 9781439840955
ISBN 13 : 1439840954

Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving r..


Statistical Rethinking

Pub Date : 2016-01-05 | Author : Richard McElreath | Publisher : CRC Press

ISBN 10 : 9781482253467
ISBN 13 : 1482253461

Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor prog..


Bayesian Methods For Hackers

Pub Date : 2015-09-30 | Author : Cameron Davidson-Pilon | Publisher : Addison-Wesley Professional

ISBN 10 : 9780133902921
ISBN 13 : 0133902927

Master Bayesian Inference through Practical Examples and Computation–Without Advanced Mathematical Analysis Bayesian methods of inference are deeply natural and extremely powerfu..


Bayesian Analysis With Python

Pub Date : 2016-11-25 | Author : Osvaldo Martin | Publisher : Packt Publishing Ltd

ISBN 10 : 9781785889851
ISBN 13 : 1785889850

Unleash the power and flexibility of the Bayesian framework About This Book Simplify the Bayes process for solving complex statistical problems using Python; Tutorial guide that wi..


Bayesian Analysis For The Social Sciences

Pub Date : 2009-10-27 | Author : Simon Jackman | Publisher : John Wiley & Sons

ISBN 10 : 0470686634
ISBN 13 : 9780470686638

Bayesian methods are increasingly being used in the social sciences, as the problems encountered lend themselves so naturally to the subjective qualities of Bayesian methodology. T..