Examining the Distributional Effects of Military Service on Earnings: A Test of Initial Dominance
Working Paper No. 11-W11
Christopher J. Bennett and Ricardas Zitikis
ABSTRACT [article]
Existing empirical evidence suggests that the effects of Vietnam veteran status on earnings in the decade-and-a-half following service may be concentrated in the lower tail of the earnings distribution. Motivated by this evidence,
we develop a formal statistical procedure which is specifically designed to test for lower tail dominance in the distributions of earnings. When applied to the same data as in previous studies, the test reveals that the distribution of earnings for veterans
is indeed dominated by the distribution of earnings for non-veterans up to $12,610 (in 1978 dollars), thereby indicating that there was higher social welfare and lower poverty experienced by non-veterans in the decade-and-a-half following military service.
Keywords and Phrases: Treatment effect, Earnings, Hypothesis test, Stochastic dominance, Initial dominance, Crossing point, Causal effect
JEL Classification Numbers: I31, I32, C12, C14