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Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial
- Publication Year :
- 2016
-
Abstract
- The classification procedure of streaming data usually requires various ad hoc methods or particular heuristic models. We explore a novel non-parametric and systematic approach to analysis of heterogeneous sequential data. We demonstrate an application of this method to classification of the delays in responding to the prompts, from subjects with bipolar disorder collected during a clinical trial, using both synthetic and real examples. We show how this method can provide a natural and systematic way to extract characteristic features from sequential data.<br />Comment: 16 pages, 7 figures
- Subjects :
- Statistics - Applications
Statistics - Machine Learning
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.1606.02074
- Document Type :
- Working Paper