Lectures on Algebraic Statistics pdf epub mobi txt 电子书下载 2024

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Sullivant, Seth

Birkhäuser Basel

2009

179

$ 45.14

9783764389048

图书标签: 数学

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发表于2024-09-27

Lectures on Algebraic Statistics epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Lectures on Algebraic Statistics pdf epub mobi txt 电子书下载 2024

图书描述

How does an algebraic geometer studying secant varieties further the understanding of hypothesis tests in statistics? Why would a statistician working on factor analysis raise open problems about determinantal varieties? Connections of this type are at the heart of the new field of "algebraic statistics." In this field, mathematicians and statisticians come together to solve statistical inference problems using concepts from algebraic geometry as well as related computational and combinatorial techniques. The goal of these lectures is to introduce newcomers from the different camps to algebraic statistics. The introduction will be centered around the following three observations: many important statistical models correspond to algebraic or semi-algebraic sets of parameters; the geometry of these parameter spaces determines the behaviour of widely used statistical inference procedures; computational algebraic geometry can be used to study parameter spaces and other features of statistical models.

Lectures on Algebraic Statistics 下载 mobi epub pdf txt 电子书