Estimating Distributions of Counterfactuals with an Application ... - UCL
Estimating Distributions of Counterfactuals with an Application ... - UCL
Estimating Distributions of Counterfactuals with an Application ... - UCL
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EFFECTS OF UNCERTAINTY ON COLLEGE CHOICE 419<br />
The probability <strong>of</strong> going to college is given by<br />
for the first case <strong>an</strong>d for the second case<br />
Pr (V > 0)<br />
Pr (V ′ > 0)<br />
The experiment for the case where we remove θ 1 from the information set <strong>of</strong> the<br />
agent, keeping age-by-age me<strong>an</strong> earnings const<strong>an</strong>t, is <strong>an</strong>alogous to the one just<br />
described.<br />
REFERENCES<br />
AAKVIK, A., J. HECKMAN, AND E. VYTLACIL, “Training Effects on Employment when the<br />
Training Effects are Heterogeneous: An <strong>Application</strong> to Norwegi<strong>an</strong> Vocational Rehabilitation<br />
Programs,” M<strong>an</strong>uscript, University <strong>of</strong> Chicago, 1999.<br />
——, ——, AND ——, “Treatment Effects For Discrete Outcomes when Responses To Treatment<br />
Vary Among Observationally Identical Persons: An <strong>Application</strong> to Norwegi<strong>an</strong><br />
Vocational Rehabilitation Programs,” NBER Working Paper No. TO262, Journal <strong>of</strong><br />
Econometrics, 2003, forthcoming.<br />
ALBERT,J.,AND S. CHIB, “Bayesi<strong>an</strong> Analysis <strong>of</strong> Binary <strong>an</strong>d Polychotomous Response Data,”<br />
Journal <strong>of</strong> the Americ<strong>an</strong> Statistical Association 88 (1993), 669–79.<br />
ANDERSON,T.W.,AND H. RUBIN, “Statistical Inference in Factor Analysis,” in J. Neym<strong>an</strong>, ed.,<br />
Proceedings <strong>of</strong> Third Berkeley Symposium on Mathematical Statistics <strong>an</strong>d Probability,<br />
5 (Berkeley: University <strong>of</strong> California Press, 1956), 111–50.<br />
ATHEY, S., AND G. IMBENS, “Identification <strong>an</strong>d Inference in Nonlinear Difference-In-<br />
Differences Models,” NBER Technical Working Paper T0280, 2002.<br />
BEN AKIVA, M., BOLDUC, D.,AND WALKER, J.“Specification, Identification <strong>an</strong>d Estimation<br />
<strong>of</strong> the Logit Kernel (or Continuous Mixed Logit Model),” M<strong>an</strong>uscript, Department<br />
<strong>of</strong> Civil Engineering, MIT, February 2001.<br />
BUERA, F.J.,“Testable Implications <strong>an</strong>d Identification <strong>of</strong> Occupational Choice Models,”<br />
unpublished m<strong>an</strong>uscript, University <strong>of</strong> Chicago, 2002.<br />
Bureau <strong>of</strong> Labor Statistics, NLS H<strong>an</strong>dbook 2001 (Washington, D.C.: U.S. Department <strong>of</strong><br />
Labor, 2001).<br />
CAMERON, S.,AND J. HECKMAN, “Son <strong>of</strong> CTM: The DCPA Approach Based on Discrete<br />
Factor Structure Models,” Unpublished m<strong>an</strong>uscript, University <strong>of</strong> Chicago, 1987.<br />
——, AND ——, “Life Cycle Schooling <strong>an</strong>d Dynamic Selection Bias,” Journal <strong>of</strong> Political<br />
Economy 106 (1998), 262–333.<br />
——, AND ——, “The Dynamics <strong>of</strong> Educational Attainment for Blacks, Whites <strong>an</strong>d Hisp<strong>an</strong>ics,”<br />
Journal <strong>of</strong> Political Economy 109 (2001), 455–99.<br />
CARNEIRO, P., K. HANSEN, AND J. HECKMAN, “Removing the Veil <strong>of</strong> Ignor<strong>an</strong>ce in Assessing<br />
the Distributional Impacts <strong>of</strong> Social Policies,” Swedish Economic Policy Review, 8,<br />
(2001), 273–301.<br />
CAWLEY, J., K. CONNEELY, J.HECKMAN, AND E. VYTLACIL, “Cognitive Ability, Wages, <strong>an</strong>d<br />
Meritocracy,” in B. Devlin, S. E. Feinberg, D. Resnick, <strong>an</strong>d K. Roeder, eds., Intelligence<br />
Genes, <strong>an</strong>d Success: Scientists Respond to the Bell Curve (New York: Springer-Verlag,<br />
1997), 179–92.<br />
CHAMBERLAIN, G.,“Education, Income, <strong>an</strong>d Ability Revisited,” Journal <strong>of</strong> Econometrics<br />
1977a), 241–57<br />
——, “An Instrumental Variable Interpretation <strong>of</strong> Identification in Vari<strong>an</strong>ce Components<br />
<strong>an</strong>d MIMIC Models,” in Paul Taubm<strong>an</strong>, ed., Kinometrics: Determin<strong>an</strong>ts <strong>of</strong> Socio-<br />
Economic Success Within <strong>an</strong>d Between Families (Amsterdam: North-Holl<strong>an</strong>d, (1977b).