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Principal Component Analysis for Zero-Inflated Probability Measures via Lorenz Curves

Aletti, Giacomo et al.
arXiv (All) · Papers
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methodology
This paper develops a principal component analysis framework for probability measures associated with non-negative real-valued random variables with structural zeros. Specifically, leveraging the associated Lorenz Curve (LC) and a suitable perspective transformation of the plane, a bijective embeddi
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