John Gurland, Inequalities of Expectations of Random Variables Derived by Monotonicity or Convexity, The American Statistician, Vol. 22, No. 2 (Apr., 1968), pp. 26-27 ...

Typical approaches perform selection separately on each of the fixed and random effect components. However, changing the structure of one set of effects can lead to different choices of variables for ...