A comparison of Bayesian and frequentist interval estimators in regression that utilize uncertain prior information

Paul Kabaila, Gayan Dharmarathne

Consider a linear regression model with regression parameter beta and normally distributed errors. Suppose that the parameter of interest is theta = a^T beta where a is a specified…