Simultaneous Statistical Inference

With Applications in the Life Sciences

Nonfiction, Science & Nature, Mathematics, Statistics, Science, Biological Sciences
Cover of the book Simultaneous Statistical Inference by Thorsten Dickhaus, Springer Berlin Heidelberg
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Author: Thorsten Dickhaus ISBN: 9783642451829
Publisher: Springer Berlin Heidelberg Publication: January 23, 2014
Imprint: Springer Language: English
Author: Thorsten Dickhaus
ISBN: 9783642451829
Publisher: Springer Berlin Heidelberg
Publication: January 23, 2014
Imprint: Springer
Language: English

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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