Algebraic Methods In Statistics And Probability
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Algebraic Methods in Statistics and Probability
Author: Marlos A. G. Viana
language: en
Publisher: American Mathematical Soc.
Release Date: 2001
The 23 papers report recent developments in using the technique to help clarify the relationship between phenomena and data in a number of natural and social sciences. Among the topics are a coordinate-free approach to multivariate exponential families, some rank-based hypothesis tests for covariance structure and conditional independence, deconvolution density estimation on compact Lie groups, random walks on regular languages and algebraic systems of generating functions, and the extendibility of statistical models. There is no index. c. Book News Inc.
Algebraic Methods in Statistics and Probability II
Author: Marlos A. G. Viana
language: en
Publisher: American Mathematical Soc.
Release Date: 2010
A decade after the publication of Contemporary Mathematics Vol. 287, the present volume demonstrates the consolidation of important areas, such as algebraic statistics, computational commutative algebra, and deeper aspects of graphical models. --