Search for tag: "marginalization"

Topic 33: Auxiliary Variables (PETARS, Chapter 5)

Auxiliary variables are introduced as a method for calculating a single function of multiple random variables, through a two-stage process of using the probability transformation rule followed by…

From  James Hopgood on October 7th, 2020 0 likes 102 plays 0  

Topic 28: Marginal Distributions and Densities (PETARS, Chapter 5)

This video discusses the marginal-probability density function (pdf) which describes the pdf of a subset of elements from the random vector. Examples of applications in which this is useful are…

From  James Hopgood on September 25th, 2020 0 likes 99 plays 0  

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Exact Inference in BNs: Variable Elimination

From  Alexandra Lascarides on July 15th, 2020 0 likes 146 plays 0  

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Joint Probability Distributions

From  Alexandra Lascarides on July 10th, 2020 0 likes 179 plays 0