Bayesian Inference via Approximation of Log-likelihood for Priors in Exponential Family

Tohid Ardeshiri, Umut Orguner, Fredrik Gustafsson

In this paper, a Bayesian inference technique based on Taylor series approximation of the logarithm of the likelihood function is presented. The proposed approximation is devised f…