The Poisson Distribution is yet another statistical distribution you can use to answer questions about the probability of a given number of successes, the probability of success, and a series of ...

The Poisson distribution is a special case of the binomial distribution that it models discrete events. It expresses the probability of a number of relatively rare events occurring in a fixed time if ...

Specifically, the Poisson Distribution allows you to calculate the probability of a given event happening by examining the mean number of events that happen in a given time period. Given a set time ...

The Poisson's binomial (PB) is the probability distribution of the number of successes in independent but not necessarily identically distributed binary trials. The independent non-identically ...

ABSTRACT: A Poisson distribution is well used as a standard model for analyzing count data. Most of the usual constructing confidence intervals are based on an asymptotic approximation to the ...

This study extends the Poisson binomial distribution by introducing correlation and dependence between binomial events, enhancing its ability to capture complex event types and improving model ...

1 Department of Neuroinformatics, Institute of Cognitive Science, University of Osnabrück, Osnabrück, Germany 2 Centre de Neurophysique, Physiologie et Pathologie, Université René Descartes, Paris, ...