Bayes Inference R

Applied Statistical Inference: Likelihood and Bayes  

Posted by AlenMiler at Aug. 19, 2014
Applied Statistical Inference: Likelihood and Bayes

Applied Statistical Inference: Likelihood and Bayes by
November 25, 2013 | ISBN: 3642378862 | Pages: 376 | PDF | 8 MB

This book covers modern statistical inference based on likelihood with applications in medicine, epidemiology and biology. Two introductory chapters discuss the importance of statistical models in applied quantitative research and the central role of the likelihood function. The rest of the book is divided into three parts. The first describes likelihood-based inference from a frequentist viewpoint. Properties of the maximum likelihood estimate, the score function, the likelihood ratio and the Wald statistic are discussed in detail. In the second part, likelihood is combined with prior information to perform Bayesian inference. Topics include Bayesian updating, conjugate and reference priors, Bayesian point and interval estimates, Bayesian asymptotics and empirical Bayes methods. Modern numerical techniques for Bayesian inference are described in a separate chapter. Finally two more advanced topics, model choice and prediction, are discussed both from a frequentist and a Bayesian perspective.

A comprehensive appendix covers the necessary prerequisites in probability theory, matrix algebra, mathematical calculus, and numerical analysis.
Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Repost)

Bradley Efron, "Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction"
English | 2010-09-20 | ISBN: 0521192498 | 276 pages | PDF | 3.6 mb

Essentials of Statistical Inference  eBooks & eLearning

Posted by fdts at Dec. 1, 2016
Essentials of Statistical Inference

Essentials of Statistical Inference (Cambridge Series in Statistical and Probabilistic Mathematics)
by G. A. Young, R. L. Smith
English | 2005 | ISBN: 0521839718 | 236 pages | PDF | 2.91 MB

Topics on Methodological and Applied Statistical Inference  eBooks & eLearning

Posted by interes at Nov. 25, 2016
Topics on Methodological and Applied Statistical Inference

Topics on Methodological and Applied Statistical Inference (Studies in Theoretical and Applied Statistics) by Tonio Di Battista and ElĂ­as Moreno
English | 2016 | ISBN: 3319440926 | 220 pages | PDF | 7 MB

Bayesian Inference: Data Evaluation and Decisions, 2 edition  eBooks & eLearning

Posted by interes at Nov. 24, 2016
Bayesian Inference: Data Evaluation and Decisions, 2 edition

Bayesian Inference: Data Evaluation and Decisions, 2 edition by Hanns Ludwig Harney
English | 2016 | ISBN: 3319416421 | 243 pages | PDF | 4,3 MB
Evidence-Based Technical Analysis: Applying the Scientific Method and Statistical Inference to Trading Signals

David Aronson, "Evidence-Based Technical Analysis: Applying the Scientific Method and Statistical Inference to Trading Signals"
English | 2006 | ISBN: 0470008741 | 544 pages | DJVU | 6.4 MB

Causality: Models, Reasoning and Inference, 2nd Edition  eBooks & eLearning

Posted by Willson at Nov. 2, 2016
Causality: Models, Reasoning and Inference, 2nd Edition

Judea Pearl, "Causality: Models, Reasoning and Inference, 2nd Edition"
English | 2009 | ISBN: 052189560X | 484 pages | PDF | 7.3 MB
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (repost)

Judea Pearl, "Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning)"
English | 1988 | ISBN: 1558604790 | 552 pages | PDF | 56 MB

Bayesian Inference  eBooks & eLearning

Posted by tanas.olesya at Oct. 20, 2016
Bayesian Inference

Bayesian Inference: With Ecological Applications by William A Link
English | 7 Aug. 2009 | ISBN: 0123748542 | 325 Pages | PDF | 4 MB

This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists, ecologists and wildlife biologists. It emphasizes the power and usefulness of Bayesian methods in an ecological context.

Uncertain Inference [Repost]  eBooks & eLearning

Posted by tanas.olesya at Oct. 17, 2016
Uncertain Inference [Repost]

Uncertain Inference by Henry E. Kyburg Jr.
English | 25 Oct. 2001 | ISBN: 0521001013, 0521800641 | 312 Pages | PDF | 3 MB

Coping with uncertainty is a necessary part of ordinary life and is crucial to an understanding of how the mind works. For example, it is a vital element in developing artificial intelligence that will not be undermined by its own rigidities.