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

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Sullivant, Seth 作者

Birkhäuser Basel

译者

2009 出版日期

179 页数

$ 45.14 价格

丛书系列

9783764389048 图书编码

Lectures on Algebraic Statistics 在线电子书图书标签: 数学

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发表于2024-09-22

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

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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 在线电子书下载 mobi epub pdf txt 在线电子书下载

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