Sreangsu Acharyya

Parameter Estimation of Generalized Linear Models without Assuming their Link Function

Canonical generalized linear models (GLM) are completely specified by a finite dimensional vector and a monotonically increasing function called the link function. Standard parameter estimation techniques hold the link function fixed and optimizes over the parameter vector. We propose a parameter-re…