Publications Details

Recent Advances in Functional Data Analysis for Electronic Device Data

Adams, Jason R.; Berman, Brandon; Buchheit, Thomas E.; Llosa-Vite, Carlos; Reza, Shahed

Accurate understanding of the behavior of commercial-off-the-shelf electrical devices is important in many applications. This paper discusses methods for the principled statistical analysis of electrical device data. We present several recent successful efforts and describe two current areas of research that we anticipate will produce widely applicable methods. Because much electrical device data is naturally treated as functional, and because such data introduces some complications in analysis, we focus on methods for functional data analysis.