This paper examines changes in the distribution of wages using bounds to allow for the impact of non-random selection … into work. We show that bounds constructed without any economic or statistical assumptions can be informative. However … differentials. Thus we explore ways to tighten these bounds using restrictions motivated from economic theory. With these …

bounds on the long-run elasticity than previous studies. If wage earners on average tolerate 1% of their disposable income in …

United States, by constructing nonparametric bounds for the average and quantile treatment effects of the program on wages …

rectified by imposing bounds on alpha weights within the regression procedure. Bounded regression can also be applied to stock …

benefit of random treatment assignment. Bounds are provided for both average and quantile population treatment effects …