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Found 4 papers, 1 papers with code
The R Package stagedtrees for Structural Learning of Stratified Staged Trees
stagedtrees is an R package which includes several algorithms for learning the structure of staged trees and chain event graphs from data.
A geometric characterisation of sensitivity analysis in monomial models
Sensitivity analysis in probabilistic discrete graphical models is usually conducted by varying one probability value at a time and observing how this affects output probabilities of interest.
Markov Property in Generative Classifiers
We show that, for generative classifiers, conditional independence corresponds to linear constraints for the induced discrimination functions.
A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams
For problems where all random variables and decision spaces are finite and discrete, here we develop a symbolic way to calculate the expected utilities of influence diagrams that does not require a full numerical representation.
