Bayesian Networks
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Published By Chapman And Hall/CRC

9780429347436
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The Continuous Case: Gaussian Bayesian Networks

2021 ◽  
pp. 37-62
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks ◽  
Continuous Case

Time Series: Dynamic Bayesian Networks

2021 ◽  
pp. 79-90
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Time Series ◽  
Bayesian Networks ◽  
Dynamic Bayesian Networks

The Mixed Case: Conditional Gaussian Bayesian Networks

2021 ◽  
pp. 63-78
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks ◽  
Mixed Case

Theory and Algorithms for Bayesian Networks

2021 ◽  
pp. 105-154
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks

Real-World Applications of Bayesian Networks

2021 ◽  
pp. 171-204
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks ◽  
Real World ◽  
Real World Applications

The Discrete Case: Multinomial Bayesian Networks

2021 ◽  
pp. 1-36
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks ◽  
Discrete Case

More Complex Cases: General Bayesian Networks

2021 ◽  
pp. 91-104
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks ◽  
Complex Cases

Software for Bayesian Networks

2021 ◽  
pp. 155-170
Author(s):  
Marco Scutari ◽  
Jean-Baptiste Denis
Keyword(s):  
Bayesian Networks
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