Saddlepoint Approximations for Generalized Linear Models: A Gentle Introduction

Abstract

Saddle point approximations to the density of a sum of Li.d. random variables are introduced via exponential tilting and an Edgeworth expansion in the conjugate family of distributions. Applications to exponential families and generalized linear models are reviewed.