DESCRIPTION OF STRUCTURES OF STOCHASTIC CONDITIONAL INDEPENDENCE BY MEANS OF FACES AND IMSETS 1st part: introduction and basic concepts1

DOI10.1080/03081079508908035zbMath0834.60005OpenAlexW2126288242MaRDI QIDQ4861641

Milan Studený

Publication date: 13 February 1996

Published in: International Journal of General Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03081079508908035

zbMATH Keywords

baseconditional independenceskeletonimsetdependency modelscalar product ordering

Mathematics Subject Classification ID

Knowledge representation (68T30) Foundations of probability theory (60A99) Statistical aspects of information-theoretic topics (62B10)

Related Items

Generalized rules of probabilistic independence ⋮ Conditional Independences among Four Random Variables I ⋮ Unnamed Item ⋮ Standard imsets for undirected and chain graphical models

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Invariance properties of the conditional independence relation
• Stochastic independence, causal independence, and shieldability
• Markov fields and log-linear interaction models for contingency tables
• Influence diagrams for statistical modelling
• Logical and algorithmic properties of conditional independence and graphical models
• Logical and algorithmic properties of independence and their application to Bayesian networks
• Graphical and Recursive Models for Contingency Tables
• THE REPRESENTATION POWER OF PROBABILISTIC KNOWLEDGE BY UNDIRECTED GRAPHS AND DIRECTED ACYCLIC GRAPHS: A COMPARISON
• The Method of Path Coefficients

This page was built for publication: DESCRIPTION OF STRUCTURES OF STOCHASTIC CONDITIONAL INDEPENDENCE BY MEANS OF FACES AND IMSETS 1st part: introduction and basic concepts¹