Oxford Statistical Science Ser.: Graphical Models by Steffen L. Lauritzen (1996, Hardcover)

Oxford University Press, Incorporated

0198522193

9780198522195

64060

Steffen L. Lauritzen

Graphical Models

Hardcover

English

1996

Oxford Statistical Science Ser.

Textbook

308 Pages

9.5in

0.8in

6.4in

21.3 Oz

17

Qa279.L35 1996

"An excellent research monograph in mathematical statistics. . . .Highly recommended."-- Choice "This research monograph provides a comprehensive account of the theory of graphical models in multivariate statistics written by a leading expert in the field."-- Mathematical Review, "An excellent research monograph in mathematical statistics. . . .Highly recommended."--Choice "This research monograph provides a comprehensive account of the theory of graphical models in multivariate statistics written by a leading expert in the field."--Mathematical Review, "An excellent research monograph in mathematical statistics. . . .Highly recommended."--Choice"This research monograph provides a comprehensive account of the theory of graphical models in multivariate statistics written by a leading expert in the field."--Mathematical Review, '...this is an excellent reference book for those who are interested in studying the mathematical theory for graphical models.'Short Book Reviews, vol. 18, no. 1, April 1998

1. Introduction2. Graphs and hypergraphs3. Conditional independence and Markov properties4. Contingency tables5. Multivariate normal models6. Models for mixed data7. Further topicsA Various prerequisitesB Linear algebra and random vectorsC The multivariate distributionD Exponential modelsBibliographyIndex

1996

Probability & Statistics / General, Graphic Methods, Applied

97-109162

519.5/38

College Audience

21

Yes

Mathematics