Bayesian Dynamics

Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference  eBooks & eLearning

Posted by Grev27 at March 30, 2018
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference

Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference by Cameron Davidson-Pilon
English | 2 Oct. 2015 | ISBN: 0133902838 | 250 Pages | PDF (True) | 19.4 MB

Modelling Proteasome Dynamics in a Bayesian Framework  eBooks & eLearning

Posted by AvaxGenius at Dec. 2, 2017
Modelling Proteasome Dynamics in a Bayesian Framework

Modelling Proteasome Dynamics in a Bayesian Framework By Sabine Stübler
English | PDF | 2017 | 108 Pages | ISBN : 3658201665 | 3.17 MB

Sabine Stübler compares different proteasome isoforms and subtypes in terms of their transport and active site-related parameters applying an existing computational model. In a second step, the author extends this model to be able to describe the influence of proteasome inhibitors in in vitro experiments. The computational model, which describes the hydrolysis of short fluorogenic peptides by the 20S proteasome, is calibrated to experimental data from different proteasome isoforms using an approximate Bayesian computation approach. The dynamics of proteasome inhibitors are included into the model in order to demonstrate how to modulate the inhibitor’s transport parameters for strong or isoform-specific inhibition.

Bayesian Data Analysis for Animal Scientists: The Basics  eBooks & eLearning

Posted by Jeembo at May 21, 2018
Bayesian Data Analysis for Animal Scientists: The Basics

Bayesian Data Analysis for Animal Scientists: The Basics by Agustín Blasco
English | 2017 | ISBN: 3319542737 | 275 Pages | PDF | 13.0 MB

In this book, we provide an easy introduction to Bayesian inference using MCMC techniques, making most topics intuitively reasonable and deriving to appendixes the more complicated matters.

Mathematical Theory of Bayesian Statistics  eBooks & eLearning

Posted by arundhati at May 10, 2018
Mathematical Theory of Bayesian Statistics

Sumio Watanabe, "Mathematical Theory of Bayesian Statistics"
2018 | ISBN-10: 1482238063 | 330 pages | PDF | 6 MB

"New Insights into Bayesian Inference" ed. by Mohammad Saber Fallah Nezhad  eBooks & eLearning

Posted by exLib at May 2, 2018
"New Insights into Bayesian Inference" ed. by Mohammad Saber Fallah Nezhad

"New Insights into Bayesian Inference" ed. by Mohammad Saber Fallah Nezhad
ITExLi | 2018 | ISBN: 1789230934 9781789230932 1789230926 9781789230925 | 131 pages | PDF | 11 MB

This book is an introduction to the mathematical analysis of Bayesian decision-making when the state of the problem is unknown but further data about it can be obtained.

Contemporary Bayesian Econometrics and Statistics (Repost)  eBooks & eLearning

Posted by DZ123 at Feb. 4, 2018
Contemporary Bayesian Econometrics and Statistics (Repost)

John Geweke, "Contemporary Bayesian Econometrics and Statistics"
English | 2005 | ISBN: 0471679321 | PDF | pages: 323 | 3.0 mb

Bayesian Analysis with Python  eBooks & eLearning

Posted by Grev27 at Jan. 21, 2018
Bayesian Analysis with Python

Osvaldo Martin, "Bayesian Analysis with Python"
English | ISBN: 1785883801 | 2016 | EPUB/MOBI+Code files | 282 pages | 43 MB

Bayesian Essentials with R (Springer Texts in Statistics)  eBooks & eLearning

Posted by hill0 at Jan. 19, 2018
Bayesian Essentials with R (Springer Texts in Statistics)

Bayesian Essentials with R (Springer Texts in Statistics) by Jean-Michel Marin
English | 29 Oct. 2013 | ISBN: 1461486866 | 312 Pages | EPUB | 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

Bayesian Essentials with R (2nd edition) [Repost]  eBooks & eLearning

Posted by ChrisRedfield at Nov. 21, 2017
Bayesian Essentials with R (2nd edition) [Repost]

Jean-Michel Marin, Christian P. Robert - Bayesian Essentials with R (2nd edition)
Published: 2013-10-29 | ISBN: 1461486866, 1493950495 | PDF | 296 pages | 7.42 MB

"Bayesian Inference" ed. by Javier Prieto Tejedor  eBooks & eLearning

Posted by exLib at Nov. 4, 2017
"Bayesian Inference" ed. by Javier Prieto Tejedor

"Bayesian Inference" ed. by Javier Prieto Tejedor
ITexLi | 2017 | ISBN: 9535135783 9535135775 9789535135777 9789535135784 | 356 pages | PDF | 19 MB

This book takes a look at both theoretical foundations of Bayesian inference and practical implementations in different fields. It is intended as an introductory guide for the application of Bayesian inference in the fields of life sciences, engineering, and economics, as well as a source document of fundamentals for intermediate Bayesian readers