Exploring Data Cautiously
Sidney Resnick
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Sidney Resnick: Cornell University, ORIE
Chapter Chapter 5 in The Art of Finding Hidden Risks, 2024, pp 149-224 from Springer
Abstract:
Abstract This chapter describes adventures when bravely statistically analyzing multivariate data that can plausibly be generated by a regularly varying distribution. The focus is on multivariate analysis and we assume the reader is familiar with one-dimensional techniques for heavy tailed data such as QQ-plots, Hill plots, altHill plots, standardization of multivariate data using the rank transformation, angular density plots.
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-031-57599-0_5
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DOI: 10.1007/978-3-031-57599-0_5
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