Simultaneous Statistical Inference With Applications in the Life Sciences /

• Κύριος συγγραφέας: Dickhaus, Thorsten (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Θέματα: Life sciences.; Data mining.; Biostatistics.; Biomathematics.; Statistics.; Biomedical engineering.; Life Sciences.; Statistical Theory and Methods.; Mathematical and Computational Biology.; Data Mining and Knowledge Discovery.; Biomedical Engineering.
• Φυσική περιγραφή: XIV, 180 p. 19 illus., 10 illus. in color. online resource.
• ISBN: 9783642451829

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.