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IntechOpen Bayesian Networks

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£119.00 £113.05 £115.43 £117.81 £120.19 £122.57 £124.95 01 August 2026 16 August 2026 01 September 2026 17 September 2026 03 October 2026
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Price distribution over 64 days • 1 price levels

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64 days 0 16 32 48 64 £119 Days at Price

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Price range: £119 - £119

Price levels: 1 different prices over 64 days

Description
Bayesian Belief Networks are a powerful tool for combining different knowledge sources with various degrees of uncertainty in a mathematically sound and computationally efficient way. A Bayesian network is a graphical model that encodes probabilistic relationships among variables of interest. When used in conjunction with statistical techniques, the graphical model has several advantages for data modeling. First, because the model encodes dependencies among all variables, it readily handles situations where some data entries are missing. Second, a Bayesian network can be used to learn causal relationships, and hence can be used to gain an understanding about a problem domain and to predict the consequences of intervention. Third, because the model has both causal and probabilistic semantics, it is an ideal representation for combining prior knowledge (which often comes in a causal form) and data. Fourth, Bayesian statistical methods in conjunction with Bayesian networks offer an efficient and principled approach to avoid the over fitting of data.

Product Specifications
Brand
IntechOpen
Format
hardcover
ASIN
9535105566
Category
Books > Subjects > Science, Nature & Maths > Mathematics > Probability & Statistics
Domain
Amazon UK
Release Date
20 April 2012
Listed Since
19 June 2019

Barcode

No barcode data available

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