Simultaneous Statistical Inference
With Applications in the Life Sciences
Nonfiction, Science & Nature, Mathematics, Statistics, Science, Biological Sciences
| 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.
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.
