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math.ST2019
Analytical confidence intervals for the number of different objects in data streams
Giacomo Aletti
This paper develops a new mathematical-statistical approach to analyze a class of Flajolet-Martin algorithms (FMa), and provides analytical confidence intervals for the number F0 o…
math.ST2019★ 7 cited
The Rescaled Polya Urn: local reinforcement and chi-squared goodness of fit test
Giacomo Aletti, Irene Crimaldi
Motivated by recent studies of big samples, this work aims at constructing a parametric model which is characterized by the following features: (i) a "local" reinforcement, i.e. a…