multiDimICIModel.h File Reference

Abstract base class for all multi dimensionnal Causal Independency models. More...

#include <agrum/core/bijection.h>
#include <agrum/multidim/implementations/multiDimReadOnly.h>
#include <agrum/multidim/ICIModels/multiDimICIModel_tpl.h>

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Classes
class	gum::MultiDimICIModel< GUM_SCALAR >
	abstract class for Conditional Indepency Models More...

Namespaces
	gum
	gum is the global namespace for all aGrUM entities

Detailed Description

Abstract base class for all multi dimensionnal Causal Independency models.

Independance of Causal Influence (ICI) is a method of defining a discrete distribution that can dramatically reduce the number of prior probabilities necessary to define a distribution. (see "The Noisy-Average Model for Local Probability Distributions", Zagorecki, 2003) (see also "Canonical Probabilistic Models for Knowledge Engineering", Diez, Druzdzel, 2007)

Author

Pierre-Henri WUILLEMIN et Christophe GONZALES

Definition in file multiDimICIModel.h.