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Constructing likelihood functions for interval‐valued random variables

Constructing likelihood functions for interval‐valued random variables

Abstract There is a growing need for flexible methods to analyze interval‐valued data, which can provide efficient data representations for very large data sets. However, the existing descriptive frameworks to achieve this ignore the process by which interval‐valued data are typically constructed, namely, by the aggregation of real‐valued data generated …