Soham Jana

Poisson empirical Bayes estimation of sums of random variables via minimum-distance methods

The estimation of sums of functions of observable and unobservable variables is a long-standing problem in statistics, with applications in many domains. We consider this problem in Poisson mixture models, where empirical Bayes provides a natural framework but nonparametric theory remains limited. We develop a nonparam...