Simultaneous Statistical Inference: With Applications in the Life Sciences

Dickhaus, Thorsten

ISBN 10: 3642451810 ISBN 13: 9783642451812

Published by Springer, 2014

Language: English

Condition: Used - As new Hardcover

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Bibliographic Details

Title

Simultaneous Statistical Inference: With Applications in the Life Sciences

Publisher

Springer

Publication Date

2014

Language

English

ISBN 10

3642451810

ISBN 13

9783642451812

Binding

Hardcover

Condition

Like New

Book Type

book

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About this title

Synopsis

This monograph will provide an in-depth mathematical treatment of modern multiple test procedures controlling the false discovery rate (FDR) and related error measures, particularly addressing applications to fields such as genetics, proteomics, neuroscience and general biology. The book will also include a detailed description how to implement these methods in practice. Moreover new developments focusing on non-standard assumptions are also included, especially multiple tests for discrete data. The book primarily addresses researchers and practitioners but will also be beneficial for graduate students.

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This monograph will provide an in-depth mathematical treatment of modern multiple test procedures controlling the false discovery rate (FDR) and related error measures, particularly addressing applications to fields such as genetics, proteomics, neuroscience and general biology. The book will also include a detailed description how to implement these methods in practice. Moreover, new developments focusing on non-standard assumptions are also included, especially multiple tests for discrete data. The book primarily addresses researchers and practitioners but will also be beneficial for graduate students.

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