Bayesian Statistics for Data Science

Bayesian Statistics for Data Science

Bayesian Statistics for Data Science
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 22M | 33 MB
Genre: eLearning | Language: English

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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 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 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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Learning Bayesian Models with R

Learning Bayesian Models with R

Learning Bayesian Models with R
by Dr. Hari M. Koduvely
English | 2015 | ISBN: 178398760X | 165 Pages | True PDF | 1.48 MB
Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems.
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Bayesian Designs for Phase I-II Clinical Trials

Bayesian Designs for Phase I-II Clinical Trials

Bayesian Designs for Phase I-II Clinical Trials by Ying Yuan and Hoang Q. Nguyen
English | 2016 | ISBN: 1498709559 | 324 pages | PDF | 25,6 MB

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Introduction to Bayesian Scientific Computing: Ten Lectures on Subjective Computing

Introduction to Bayesian Scientific Computing: Ten Lectures on Subjective Computing

Introduction to Bayesian Scientific Computing: Ten Lectures on Subjective Computing By Daniela Calvetti, Erkki Somersalo
English | PDF | 2007 | 212 Pages | ISBN : 0387733930 | 4.14 MB
A combination of the concepts subjective – or Bayesian – statistics and scientific computing, the book provides an integrated view across numerical linear algebra and computational statistics.
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The Handbook of Applied Bayesian Analysis

The Handbook of Applied Bayesian Analysis

Anthony O'Hagan, Mike West, "The Handbook of Applied Bayesian Analysis"
English | 2010 | ISBN: 0199548900 | 896 pages | PDF | 10,2 MB


Bayesian analysis has developed rapidly in applications in the last two decades and research in Bayesian methods remains dynamic and fast-growing. Dramatic advances in modelling concepts and computational technologies now enable routine application of Bayesian analysis using increasingly realistic stochastic models, and this drives the adoption of Bayesian approaches in many areas of science, technology, commerce, and industry.
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