Bayesian Regression Modeling with INLA


Bayesian Regression Modeling with INLA

Bayesian Regression Modeling with INLA
by Xiaofeng Wang and Yu Ryan Yue
English | 2018 | ISBN: 1498727255 | 325 Pages | PDF | 19 MB

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Bayesian Methods for Statistical Analysis


Bayesian Methods for Statistical Analysis

Bayesian Methods for Statistical Analysis by Borek Puza
English | PDF | 2015 | 697 Pages | ISBN : 1921934255 | 6.05 MB
Bayesian methods for statistical analysis is a book on statistical methods for analysing a wide variety of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population inference, biased sampling and nonignorable nonresponse. The book contains many exercises, all with worked solutions, including complete computer code. It is suitable for self-study or a semester-long course, with three hours of lectures and one tutorial per week for 13 weeks.

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Bayesian Networks in Educational Assessment

Bayesian Networks in Educational Assessment

Bayesian Networks in Educational Assessment by Russell G. Almond
English | EPUB | 2015 | 678 Pages | ISBN : 149392124X | 6.45 MB
Bayesian inference networks, a synthesis of statistics and expert systems, have advanced reasoning under uncertainty in medicine, business, and social sciences. This innovative volume is the first comprehensive treatment exploring how they can be applied to design and analyze innovative educational assessments.
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Bayesian Essentials with R, Second Edition


Bayesian Essentials with R, Second Edition
Bayesian Essentials with R, Second Edition by Jean-Michel Marin
English | EPUB | 2014 | 305 Pages | ISBN : 1461486866 | 5.34 MB

This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess, the book provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical and philosophical justifications.

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Bayesian Model Selection and Statistical Modeling

Bayesian Model Selection and Statistical Modeling

Bayesian Model Selection and Statistical Modeling (Statistics: A Series of Textbooks and Monographs) by Tomohiro Ando
English | 2010 | ISBN-10: 1439836140 | 300 pages | PDF | 6 MB
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Bayesian Statistics

Bayesian Statistics
Bayesian Statistics
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 30M | 161 MB
Genre: eLearning | Language: English

This video explains Bayesian statistics and its diverse applications. We define the main concepts in classical and Bayesian probability. The roots of Bayes theorem are explained by discussing the contributions of Thomas Bayes, Richard Price, and Pierre Simon Laplace in the early development of Bayes' Rule.

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Bayesian Statistics in Action


Bayesian Statistics in Action

Bayesian Statistics in Action: BAYSM 2016, Florence, Italy, June 19-21 (Springer Proceedings in Mathematics & Statistics) by Raffaele Argiento
English | 17 May 2017 | ISBN: 3319540831 | 264 Pages | EPUB | 4.32 MB
This book is a selection of peer-reviewed contributions presented at the third Bayesian Young Statisticians Meeting, BAYSM 2016, Florence, Italy, June 19-21. The meeting provided a unique opportunity for young researchers,

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Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence


Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence

David L. Dowe, "Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence: Papers from the Ray Solomonoff 85th Memorial Conference"
2013 | ISBN-10: 3642449573 | 464 pages | PDF | 16 MB

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Bayesian Methods in Finance


Bayesian Methods in Finance

Svetlozar T. Rachev, John S. J. Hsu, "Bayesian Methods in Finance"
2008 | ISBN-10: 0471920835 | 329 pages | PDF | 1 MB

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Bayesian Analysis in Natural Language Processing

Bayesian Analysis in Natural Language Processing

Bayesian Analysis in Natural Language Processing
Morgan & Claypool | English | 2016 | ISBN-10: 1627058737 | 274 pages | PDF | 4.60 mb
by Shay Cohen (Author)
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