Simultaneous Statistical Inference [electronic resource] : With Applications in the Life Sciences

• Tác giả: Thorsten Dickhaus
• ISBN-13: 978-3642451829
• Ký hiệu phân loại: 570.15195 Philosophy and theory
• Thông tin xuất bản: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Mô tả vật lý: XIV, 180 p. 19 illus., 10 illus. in color. , online resource.
• Bộ sưu tập: Metadata2
• ID: 292745
• Chủ đề: 1. Biomathematics; 2. Biomedical engineering; 3. Biometry; 4. Data mining; 5. Statistics

Tóm tắt

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.