Cox reduction and confidence sets of models: a theoretical elucidation

R. M. Lewis, H. S. Battey

For sparse high-dimensional regression problems, Cox and Battey [1, 9] emphasised the need for confidence sets of models: an enumeration of those small sets of variables that fit t…