Results 241 to 250 of about 325,747 (265)

Discrete Graphical Models and Their Parameterization

2018
This chapter is devoted to graphical models in which the observed variables are categorical, that is, whose state space consists of a finite number of values. The focus is on regression graph models, because this family of models allows us to approach discrete graphical models with a sufficient degree of generality.
La Rocca, Luca, Roverato, Alberto
openaire   +2 more sources

Graphical Models for Processing Missing Data

Journal of the American Statistical Association, 2021
Karthika Mohan, Judea Pearl
exaly  

Graphical Modelling

1995
Abstract The aim of this chapter is to provide a non-technical overview of graphical modelling. Independence graphs with both lines (undirected edges) and arrows (directed edges) are described, together with associated models in duding both discrete and continuous variables. Some discussion of causal inference is also given. Graphical
openaire   +1 more source

Introduction to Graphical Modelling

Technometrics, 2002
openaire   +2 more sources

Review of Causal Discovery Methods Based on Graphical Models

Frontiers in Genetics, 2019
Kun Zhang, Peter Spirtes, Clark Glymour   +2 more
exaly  

High-dimensional semiparametric Gaussian copula graphical models

Annals of Statistics, 2012
Ming Yuan, Larry Wasserman, Fang Han
exaly  

Graphical Network Models for International Financial Flows

Journal of Business and Economic Statistics, 2016
Paolo Stefano Giudici
exaly  

Dynamic graphical models of molecular kinetics

Proceedings of the National Academy of Sciences of the United States of America, 2019
Simon Olsson, Frank Noe, Noe Frank
exaly  

Dynamic matrix-variate graphical models

Bayesian Analysis, 2007
CARLOS Carvalho, Mike West
exaly  

Graphical models for imprecise probabilities

International Journal of Approximate Reasoning, 2005
Fabio Gagliardi Cozman
exaly