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Category: E-Book

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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Category: E-Book

Bayesian Reasoning in Data Analysis A Critical Introduction

Giulio D. Agostini, "Bayesian Reasoning in Data Analysis: A Critical Introduction"
2003 | pages: 351 | ISBN: 9812383565 | PDF | 16,1 mb

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Category: E-Book
Bayesian Learning for Neural Networks (Lecture Notes in Statistics)

Bayesian Learning for Neural Networks (Lecture Notes in Statistics) by Radford M. Neal
English | Aug. 9, 1996 | ISBN: 0387947248 | 195 Pages | PDF | 2 MB
Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. This book demonstrates how Bayesian methods allow complex neural network models to be used without fear of the "overfitting" that can occur with traditional training methods.
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Category: Tutorial

Bayesian Statistics

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

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Category: E-Book
Introduction to Bayesian Estimation and Copula Models of Dependence

Arkady Shemyakin, Alexander Kniazev, "Introduction to Bayesian Estimation and Copula Models of Dependence"
English | ISBN: 1118959019 | 2017 | 352 pages | PDF | 8 MB
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Category: E-Book
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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Category: E-Book

Bayesian Analysis with Python

Bayesian Analysis with Python by Osvaldo Martin
English | 25 Nov. 2016 | ISBN: 1785883801 | 282 Pages | AZW3/MOBI/EPUB/PDF (conv) | 36.2 MB

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Category: E-Book

Bayesian Computation With R by Jim Albert
Jim Albert, "Bayesian Computation With R"
2009 | ISBN: 0387922970 | 308 pages | PDF | 3 MB

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Category: E-Book

Case Studies in Bayesian Statistics Volume IV (Lecture Notes in Statistics) by Constantine Gatsonis
Case Studies in Bayesian Statistics: Volume IV (Lecture Notes in Statistics) by Constantine Gatsonis
English | Dec 4, 1998 | ISBN: 0387986405 | 435 Pages | PDF | 15 MB

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Category: E-Book
Bayesian Analysis in Statistics and Econometrics (Lecture Notes in Statistics) by Prem Goel

Bayesian Analysis in Statistics and Econometrics (Lecture Notes in Statistics) by Prem Goel
English | Aug 13, 1992 | ISBN: 0387978631 | 408 Pages | PDF | 26 MB

This volume is based on the invited and the contributed presentations given at the Indo-U.S. Workshop on Bayesian Analysis in Statistics and Econometrics (BASE), Dec. 19-23, 1988, held at the Hotel Taj Residency, Bangalore, India.
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