Efficient semi-parametric estimation for marginal correlated small sampled data

Abstract

We propose a bivariate exponential model with exponential marginal densities, correlated via a latent random variables and with finite probability of simultaneous occurrence. We extend this model to a bivariate Erlang type distributions with same shape parameter. We propose an estimation method and illustrate our results with real data