4 resultados para Asymptotic analysis

em Bulgarian Digital Mathematics Library at IMI-BAS


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2000 Mathematics Subject Classification: 35Q02, 35Q05, 35Q10, 35B40.

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In the nonparametric framework of Data Envelopment Analysis the statistical properties of its estimators have been investigated and only asymptotic results are available. For DEA estimators results of practical use have been proved only for the case of one input and one output. However, in the real world problems the production process is usually well described by many variables. In this paper a machine learning approach to variable aggregation based on Canonical Correlation Analysis is presented. This approach is applied for efficiency estimation of all the farms in Terceira Island of the Azorean archipelago.

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2000 Mathematics Subject Classification: 35J05, 35C15, 44P05

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Mathematics Subject Classification: 45G10, 45M99, 47H09