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 Hackers: Probabilistic Programming and Bayesian Inference (True PDF)
English | 2 Oct. 2015 | ISBN: 0133902838 | 250 Pages | PDF (True) | 19.4 MB
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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 Analysis with Python

Bayesian Analysis with Python
by Osvaldo Martin
English | 2016 | ISBN: 1785883801 | 282 Pages | True PDF | 4.5 MB
The purpose of this book is to teach the main concepts of Bayesian data analysis.
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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 Models for Astrophysical Data: Using R, JAGS, Python, and Stan

Bayesian Models for Astrophysical data: Using R, JAGS, Python, and Stan by Joseph M. Hilbe
English | 30 Apr. 2017 | ASIN: B06XTVS5KG | 424 Pages | AZW3 | 6.36 MB
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Nonparametric Bayesian Inference in Biostatistics

Mitra Riten, Peter Muller, "Nonparametric Bayesian Inference in Biostatistics"
2015 | 450 pages | ISBN: 3319195174 | PDF | 10 MB

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Probabilistic Finite Element Model Updating Using Bayesian Statistics

Probabilistic Finite Element Model Updating Using Bayesian Statistics: Applications to Aeronautical and Mechanical Engineering
Wiley | Mechanical Engineering | December 12 2016 | ISBN-10: 1119153034 | 248 pages | pdf | 6.23 mb
by Tshilidzi Marwala (Author), Ilyes Boulkaibet (Author), Sondipon Adhikari (Author)
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Bayesian Computational Analyses with R
Bayesian Computational Analyses with R
WEBRip | MP4/AVC, ~752 kb/s | 1280 x 720 | English: AAC, 61.8 kb/s (2 ch), 44.1 KHz | 3.41 GB
Genre: Business / Data & Analytics | Language: English | +Project Files

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Bayesian Speech and Language Processing

Bayesian Speech and Language Processing by Shinji Watanabe
English | July 15, 2015 | ISBN: 1107055571 | 445 Pages | AZW3/EPUB/PDF (conv) | 52.73 MB

With this comprehensive guide you will learn how to apply Bayesian machine learning techniques systematically to solve various problems in speech and language processing.
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