Počet záznamů: 1
Handbook of Graphical Models
- 1.0497345 - ÚTIA 2019 RIV US eng M - Část monografie knihy
Studený, Milan
Conditional Independence and Basic Markov Properties.
Handbook of Graphical Models. Boca Raton: CRC Press, 2018 - (Maathuis, M.; Drton, M.; Lauritzen, S.; Wainwright, M.), s. 3-38. Chapman & Hall/CRC Handbooks of Modern Statistical Methods. ISBN 9781498788625
Grant CEP: GA ČR(CZ) GA16-12010S
Institucionální podpora: RVO:67985556
Klíčová slova: conditional independence * undirected graphs * directed acycclic graphs
Obor OECD: Pure mathematics
http://library.utia.cas.cz/separaty/2018/MTR/studeny-0497345.pdf
In this chapter, the concept of conditional independence (CI) is recalled and an overview of both former and recent results on the description of CI structures is given. The traditional graphical models, namely those ascribed to undirected graphs (UGs) and directed acyclic graphs (DAGs), can be interpreted as special cases of statistical models of a CI structure. Therefore, an overview of Markov properties for these two basic types of graphs is also given.
Trvalý link: http://hdl.handle.net/11104/0290639
Počet záznamů: 1