Strong Consistency of the SIMEX Estimator in Linear Regression with a Conditionally Poisson Covariate

Aijun Yang, Mary Lesperance, Farouk S. Nathoo

This paper considers estimation for linear regression analysis with covariate measurement error arising from Poisson surrogates. We consider cases where covariates follow a conditi…