Jermaine, Christopher M.2014-09-232014-09-232013-122013-06-05December 2Myers, Risa B. "Ordinal Regression over Time Series Data, with an Application to Classifying Patient Vital Sign Quality." (2013) Master’s Thesis, Rice University. <a href="https://hdl.handle.net/1911/77232">https://hdl.handle.net/1911/77232</a>.https://hdl.handle.net/1911/77232This research is concerned with modeling the vital sign data that are present in many electronic health records. Such vital sign data are typically represented as a (possibly multidimensional) time series. My goal is to label these time series with one oapplication/pdfengCopyright is held by the author, unless otherwise indicated. Permission to reuse, publish, or reproduce the work beyond the bounds of fair use or other exemptions to copyright law must be obtained from the copyright holder.Time seriesMachine learningVital signBiomedical dataBayesian statisticsThesis2014-09-23