Upper bounds on the minimum coverage probability of confidence intervals in regression after variable selection

Paul Kabaila, Khageswor Giri

We consider a linear regression model, with the parameter of interest a specified linear combination of the regression parameter vector. We suppose that, as a first step, a data-ba…