The Poisson distribution is widely used in artificial intelligence (AI) and machine learning. In Bayesian inference, probability distributions often help solve problems that would otherwise be ...

This is a preview. Log in through your library . Publisher Information Cambridge University Press (www.cambridge.org) is the publishing division of the University of Cambridge, one of the world’s ...

We provide a general theorem bounding the error in the approximation of a random measure of interest—for example, the empirical population measure of types in a ...

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 ...