This paper presents a discussion on how to analyze imprecise and dependent information using traditional econometric models, supervised and unsupervised Machine Learning techniques. The discussion includes the presentation and analysis of real example data from the tourism field to familiarize the readers with imprecise and dependent information. Further developments in the treatment of such specific data are discussed in the conclusion.
Analysing Imprecise and Dependent Information
Barzizza, Elena;Biasetton, Nicolò;Disegna, Marta;Molena, Alberto
2024
Abstract
This paper presents a discussion on how to analyze imprecise and dependent information using traditional econometric models, supervised and unsupervised Machine Learning techniques. The discussion includes the presentation and analysis of real example data from the tourism field to familiarize the readers with imprecise and dependent information. Further developments in the treatment of such specific data are discussed in the conclusion.
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