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 132 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 142 plays 0  


Exact Inference in BNs: Variable Elimination

From  Alexandra Lascarides on July 15th, 2020 0 likes 152 plays 0  


Joint Probability Distributions

From  Alexandra Lascarides on July 10th, 2020 0 likes 188 plays 0