Graphical Models with R
Language: en
Pages: 187
Authors: Søren Højsgaard
Categories: Mathematics
Type: BOOK - Published: 2012-02-22 - Publisher: Springer Science & Business Media

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Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments
Graphical Models
Language: en
Pages: 314
Authors: Steffen L. Lauritzen
Categories: Mathematics
Type: BOOK - Published: 1996-05-02 - Publisher: Clarendon Press

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The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in ge
Learning Probabilistic Graphical Models in R
Language: en
Pages: 250
Authors: David Bellot
Categories: Computers
Type: BOOK - Published: 2016-04-29 - Publisher: Packt Publishing Ltd

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Familiarize yourself with probabilistic graphical models through real-world problems and illustrative code examples in R About This Book Predict and use a proba
Graphical Models, Exponential Families, and Variational Inference
Language: en
Pages: 324
Authors: Martin J. Wainwright
Categories: Computers
Type: BOOK - Published: 2008 - Publisher: Now Publishers Inc

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The core of this paper is a general set of variational principles for the problems of computing marginal probabilities and modes, applicable to multivariate sta
Building Probabilistic Graphical Models with Python
Language: en
Pages: 172
Authors: Kiran R. Karkera
Categories: Graphical modeling (Statistics)
Type: BOOK - Published: 2014 - Publisher:

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"This is a short, practical guide that allows data scientists to understand the concepts of Graphical models and enables them to try them out using small Python