Heidi H. Andersen,
Malene Hojbjerre,
Dorte Sorensen,
Poul S. Eriksen
e.a.
Linear and Graphical Models
for the Multivariate Complex Normal Distribution
Paperback Engels 1995 9780387945217Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
In the last decade, graphical models have become increasingly popular as a statistical tool. This book is the first which provides an account of graphical models for multivariate complex normal distributions. Beginning with an introduction to the multivariate complex normal distribution, the authors develop the marginal and conditional distributions of random vectors and matrices. Then they introduce complex MANOVA models and parameter estimation and hypothesis testing for these models. After introducing undirected graphs, they then develop the theory of complex normal graphical models including the maximum likelihood estimation of the concentration matrix and hypothesis testing of conditional independence.
Specificaties
ISBN13:9780387945217
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:183
Uitgever:Springer New York
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