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Found 3 papers, 0 papers with code
Generalized Rescaled Polya urn and its statistical applications
We apply the proposed test to a data set of Twitter posts about COVID-19 pandemic: in a few words, for a classical chi-squared test the data result strongly significant for the rejection of the null hypothesis (the daily long-run sentiment rate remains constant), but, taking into account the correlation among data, the introduced test leads to a different conclusion.
Statistics Theory Probability Applications Methodology Statistics Theory 60F05, 60F15, 62F03 (Primary) 62F05, 62L20 (Secondary)
Analytical confidence intervals for the number of different objects in data streams
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 of distinct elements in a stream, based on Chernoff bounds.
Generation of discrete random variables in scalable frameworks
In this paper, we face the problem of simulating discrete random variables with general and varying distributions in a scalable framework, where fully parallelizable operations should be preferred.
