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Monitoring of Health-Recovery Processes with Control Charts

Authors:
Olgierd Hryniewicz
Katarzyna Kaczmarek-Majer

Keywords: E-health; Control chart for residuals; Short time series; Non-stationary process; Stability of recovery process

Abstract:
The paper presents a statistical process control method for monitoring health-recovery processes described by short non-stationary time series. Shewhart control chart for residuals, based on model averaging approach, is built for differences between values of consecutive observations. Practical applicability of this new approach has been demonstrated using a real-life example of a recovery from a blood mild hypertension episode.

Pages: 6 to 11

Copyright: Copyright (c) IARIA, 2017

Publication date: June 25, 2017

Published in: conference

ISSN: 2519-8459

ISBN: 978-1-61208-570-8

Location: Venice, Italy

Dates: from June 25, 2017 to June 29, 2017