Simultaneous Statistical Inference: With Applications in the Life Sciences - Softcover

Dickhaus, Thorsten

 
9783662510063: Simultaneous Statistical Inference: With Applications in the Life Sciences

Inhaltsangabe

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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9783642451812: Simultaneous Statistical Inference: With Applications in the Life Sciences

Vorgestellte Ausgabe

ISBN 10:  3642451810 ISBN 13:  9783642451812
Verlag: Springer, 2014
Hardcover