- (1974): Schooling, Experience and Earnings. Columbia University Press for National Bureau of Economic Research, New York.
Paper not yet in RePEc: Add citation now
- (1993): “The Nonequivalence of High School Equivalents,†Journal of Labor Economics, 11(1, Part 1), 1–47.
Paper not yet in RePEc: Add citation now
- (1997): “Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations,†Journal of Human Resources, 32(3), 441–462, Addendum published vol. 33 no. 1 (Winter 1998).
Paper not yet in RePEc: Add citation now
- (2000): “The Human Capital Model,†in Handbook of Health Economics, ed. by A. J. Culyer, and J. P. Newhouse, vol. 1, pp. 347–408. Elsevier, Amsterdam.
Paper not yet in RePEc: Add citation now
- (2001): “Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems,†Econometrica, 69(5), 1127–1160.
Paper not yet in RePEc: Add citation now
- (2001): “The Dynamics of Educational Attainment for Black, Hispanic, and White Males,†Journal of Political Economy, 109(3), 455–499.
Paper not yet in RePEc: Add citation now
- (2005): “Structural Equations, Treatment Effects and Econometric Policy Evaluation,†Econometrica, 73(3), 669–738.
Paper not yet in RePEc: Add citation now
- (2006): “Education and Nonmarket Outcomes,†in Handbook of the Economics of Education, ed. by E. Hanushek, and F. Welch, vol. 1, chap. 10, pp. 577–633. Elsevier, Amsterdam.
Paper not yet in RePEc: Add citation now
- (2007a): “Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation,†in Handbook of Econometrics, ed. by J. Heckman, and E. Leamer, vol. 6B, pp. 4779–4874. Elsevier, Amsterdam.
Paper not yet in RePEc: Add citation now
- (2007b): “Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Economic Estimators to Evaluate Social Programs and to Forecast Their Effects in New Environments,†in Handbook of Econometrics, ed. by J. Heckman, and E. Leamer, vol. 6B, chap. 71, pp. 4875–5143. Elsevier, Amsterdam.
Paper not yet in RePEc: Add citation now
- (2008): “The Principles Underlying Evaluation Estimators with an Application to Matching,†Annales d’Economie et de Statistiques, 91–92, 9–73.
Paper not yet in RePEc: Add citation now
- (2008): “The Relationship between Health and Schooling: Presidential Address, †Eastern Economic Journal, 34(3), 281–292.
Paper not yet in RePEc: Add citation now
- (2014): “Fostering and Measuring Skills: Interventions That Improve Character and Cognition,†in The Myth of Achievement Tests: The GED and the Role of Character in American Life. University of Chicago Press, Chicago, IL, Forthcoming.
Paper not yet in RePEc: Add citation now
Abbott, B., G. Gallipoli, C. Meghir, and G. L. Violante (2013): “Education Policy and Intergenerational Transfers in Equilibrium,†Working Paper 18782, National Bureau of Economic Research.
Adams, S. J. (2002): “Educational Attainment and Health: Evidence from a Sample of Older Adults,†Education Economics, 10(1), 97–109.
Almlund, M., A. Duckworth, J. J. Heckman, and T. Kautz (2011): “Personality Psychology and Economics,†in Handbook of the Economics of Education, ed. by E. A. Hanushek, S. Machin, and L. W oßmann, vol. 4, pp. 1–181. Elsevier, Amsterdam.
Altonji, J. G. (1993): “The Demand for and Return to Education When Education Outcomes are Uncertain,†Journal of Labor Economics, 11(1), 48–83.
- Anderson, T. W., and H. Rubin (1956): “Statistical Inference in Factor Analysis,†in Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, 5, ed. by J. Neyman, pp. 111–150. University of California Press, Berkeley.
Paper not yet in RePEc: Add citation now
- Angrist, J. D., and G. W. Imbens (1995): “Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity,†Journal of the American Statistical Association, 90(430), 431–442.
Paper not yet in RePEc: Add citation now
Arcidiacono, P., and P. B. Ellickson (2011): “Practical Methods for Estimation of Dynamic Discrete Choice Models,†Annual Review of Economics, 3, 363–394.
Arendt, J. N. (2005): “Does education cause better health? A panel data analysis using school reforms for identification,†Economics of Education Review, 24(2), 149–160.
- Arkes, J. (2003): “Does Schooling Improve Adult Health?,†Unrestricted Draft DRU-3051, RAND, Santa Monica, CA.
Paper not yet in RePEc: Add citation now
- Becker, G. S. (1964): Human Capital: A Theoretical and Empirical Analysis, With Special Reference to Education. National Bureau of Economic Research, New York.
Paper not yet in RePEc: Add citation now
Borghans, L., A. L. Duckworth, J. J. Heckman, and B. ter Weel (2008): “The Economics and Psychology of Personality Traits,†Journal of Human Resources, 43(4), 972–1059.
Borghans, L., B. H. H. Golsteyn, J. J. Heckman, and J. E. Humphries (2011): “Identification Problems in Personality Psychology,†Personality and Individual Differences, 51(3: Special Issue on Personality and Economics), 315–320.
- Bound, J., D. A. Jaeger, and R. M. Baker (1995): “Problems with Instrumental Variables Estimation When the Correlation between the Instruments and the Endogenous Explanatory Variable Is Weak,†Journal of the American Statistical Association, 90(430), 443–450.
Paper not yet in RePEc: Add citation now
- Brazier, M. Bullinger, S. Kaasa, A. Leplege, L. Prieto, and M. Sullivan (1998): “Cross-Validation of Item Selection and Scoring for the SF-12 Health Survey in Nine Countries: Results from the IQOLA Project,†Journal of Clinical Epidemiology, 51(11), 1171–1178.
Paper not yet in RePEc: Add citation now
- Cameron, S. V., and J. J. Heckman (1987): “Son of CTM: The DCPA Approach Based on Discrete and Factor Structure Models,†Unpublished working paper, University of Chicago, Department of Economics.
Paper not yet in RePEc: Add citation now
Card, D. (1999): “The Causal Effect of Education on Earnings,†in Handbook of Labor Economics, ed. by O. Ashenfelter, and D. Card, vol. 5, pp. 1801–1863. North-Holland, New York.
Carneiro, P., J. J. Heckman, and E. J. Vytlacil (2010): “Evaluating Marginal Policy Changes and the Average Effect of Treatment for Individuals at the Margin,†Econometrica, 78(1), 377–394.
Carneiro, P., J. J. Heckman, and E. J. Vytlacil (2011): “Estimating Marginal Returns to Education,†American Economic Review, 101(6), 2754–2781.
Carneiro, P., K. Hansen, and J. J. Heckman (2003): “Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice,†International Economic Review, 44(2), 361–422.
Chen, X. (2007): “Large Sample Sieve Estimation of Semi-Nonparametric Models,†in Handbook of Econometrics, ed. by J. Heckman, and E. Leamer, vol. 6B. Elsevier, Amsterdam.
Comay, Y., A. Melnik, and M. A. Pollatschek (1973): “The Option Value of Education and the Optimal Path for Investment in Human Capital,†International Economic Review, 14(2), 421–435.
Conti, G., J. J. Heckman, and S. Urz ua (2010): “The Education-Health Gradient,†American Economic Review: Papers and Proceedings, 100(2), 1–5.
- Conti, G., J. J. Heckman, P. Pinger, and A. Zanolini (2009): “Intergenerational Transmission of Inequality: Maternal Skills, Prenatal Risk Behavior and Child Birth Weight,†Unpublished manuscript, University of Chicago, Department of Economics.
Paper not yet in RePEc: Add citation now
Cunha, F., and J. J. Heckman (2008): “Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation,†Journal of Human Resources, 43(4), 738–782.
Cunha, F., J. J. Heckman, and S. M. Schennach (2010): “Estimating the Technology of Cognitive and Noncognitive Skill Formation,†Econometrica, 78(3), 883–931.
Cunha, F., J. J. Heckman, and S. Navarro (2005): “Separating Uncertainty from Heterogeneity in Life Cycle Earnings, The 2004 Hicks Lecture,†Oxford Economic Papers, 57(2), 191–261.
Cutler, D. M., and A. Lleras-Muney (2010): “Understanding Differences in Health Behaviors by Education,†Journal of Health Economics, 29(1), 1–28.
- Duckworth, A. L., and M. E. P. Seligman (2005): “Self-Discipline Outdoes IQ in Predicting Academic Performance of Adolescents,†Psychological Science, 16(12), 939–944.
Paper not yet in RePEc: Add citation now
- Duckworth, A. L., P. D. Quinn, and E. Tsukayama (2010): “What No Child Left Behind Leaves Behind: The Roles of IQ and Self-Control in Predicting Standardized Achievement Test Scores and Report Card Grades,†Under review, Journal of Educational Psychology.
Paper not yet in RePEc: Add citation now
Eckstein, Z., and K. I. Wolpin (1989): “The Specification and Estimation of Dynamic Stochastic Discrete Choice Models: A Survey,†Journal of Human Resources, 24(4), 562–598.
Eisenhauer, P., J. J. Heckman, and E. J. Vytlacil (2014): “Generalized Roy Model and Cost-Benefit Analysis of Social Programs,†Unpublished manuscript, University of Chicago, Department of Economics.
- Eisenhauer, P., J. J. Heckman, and S. Mosso (2013): “Estimation of Dynamic Discrete Choice Models by Maximum Likelihood and the Simulated Method of Moments,†Under review, International Economic Review.
Paper not yet in RePEc: Add citation now
Geweke, J., and M. Keane (2001): “Computationally Intensive Methods for Integration in Econometrics,†in Handbook of Econometrics, ed. by J. J. Heckman, and E. Leamer, vol. 5, pp. 3463–3568. North-Holland, New York.
Grossman, M. (1972): “On the Concept of Health Capital and the Demand for Health,†Journal of Political Economy, 80(2), 223–255.
- Grossman, M., and R. Kaestner (1997): “Effects of Education on Health,†in The Social Benefits of Education, ed. by J. R. Behrman, and N. Stacey, pp. 69–124. University of Michigan Press, Ann Arbor, MI.
Paper not yet in RePEc: Add citation now
- Gullone, E., and S. Moore (2000): “Adolescent risk-taking and the five-factor model of personality,†Journal of Adolescence, 23(4), 393–407.
Paper not yet in RePEc: Add citation now
- Haavelmo, T. (1943): “The Statistical Implications of a System of Simultaneous Equations,†Econometrica, 11(1), 1–12.
Paper not yet in RePEc: Add citation now
Hansen, L. P., and T. J. Sargent (1980): “Formulating and Estimating Dynamic Linear Rational Expectations Models,†Journal of Economic Dynamics and Control, 2(1), 7–46.
- Heckman, J. J. (1981): “The Empirical Content of Alternative Models of Labor Earnings,†Unpublished manuscript, University of Chicago, Department of Economics.
Paper not yet in RePEc: Add citation now
- Heckman, J. J., and E. J. Vytlacil (1999): “Local Instrumental Variables and Latent Variable Models for Identifying and Bounding Treatment Effects,†Proceedings of the National Academy of Sciences, 96(8), 4730–4734.
Paper not yet in RePEc: Add citation now
Heckman, J. J., and S. Mosso (2014): “The Economics of Human Development and Social Mobility,†Forthcoming, Annual Reviews of Economics.
Heckman, J. J., and S. Navarro (2007): “Dynamic Discrete Choice and Dynamic Treatment Effects,†Journal of Econometrics, 136(2), 341–396.
Heckman, J. J., and S. Urz ua (2010): “Comparing IV With Structural Models: What Simple IV Can and Cannot Identify,†Journal of Econometrics, 156(1), 27–37.
Heckman, J. J., J. E. Humphries, and T. Kautz (2014): “The Economic and Social Benefits of GED Certification,†in The Myth of Achievement Tests: The GED and the Role of Character in American Life, ed. by J. J. Heckman, J. E. Humphries, and T. Kautz. University of Chicago Press, Chicago.
Heckman, J. J., J. Stixrud, and S. Urz ua (2006): “The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior,†Journal of Labor Economics, 24(3), 411–482.
- Heckman, J. J., L. J. Lochner, and P. E. Todd (2006): “Earnings Equations and Rates of Return: The Mincer Equation and Beyond,†in Handbook of the Economics of Education, ed. by E. A. Hanushek, and F. Welch, vol. 1, chap. 7, pp. 307–458. Elsevier, Amsterdam.
Paper not yet in RePEc: Add citation now
Heckman, J. J., R. Pinto, and P. A. Savelyev (2013): “Understanding the Mechanisms Through Which an Influential Early Childhood Program Boosted Adult Outcomes,†American Economic Review, 103(6), 1–35.
- Heckman, J. J., S. Urz ua, and E. J. Vytlacil (2006): “Understanding Instrumental Variables in Models with Essential Heterogeneity,†Review of Economics and Statistics, 88(3), 389–432.
Paper not yet in RePEc: Add citation now
Heckman, J., and R. Pinto (2013): “Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs,†Forthcoming, Econometric Reviews.
- Herrnstein, R. J., and C. A. Murray (1994): The Bell Curve: Intelligence and Class Structure in American Life. Free Press, New York.
Paper not yet in RePEc: Add citation now
Imbens, G. W. (2010): “Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009),†Journal of Economic Literature, 48(2), 399–423.
Keane, M. P., and K. I. Wolpin (1997): “The Career Decisions of Young Men,†Journal of Political Economy, 105(3), 473–522.
Keane, M. P., P. E. Todd, and K. I. Wolpin (2011): The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications, vol. 4 of Handbook of Labor Economics. Elsevier.
Lleras-Muney, A. (2005): “The Relationship Between Education and Adult Mortality in the United States,†Review of Economic Studies, 72(1), 189–221.
Lochner, L. (2011): “Nonproduction Benefits of Education: Crime, Health, and Good Citizenship,†in Handbook of the Economics of Education, ed. by E. A. Hanushek, S. Machin, and L. Woessmann, vol. 4, pp. 183–282. Amsterdam: North-Holland.
Mincer, J. (1958): “Investment in Human Capital and Personal Income Distribution,†Journal of Political Economy, 66(4), 281–302.
Oreopoulos, P., and K. G. Salvanes (2011): “Priceless: The Nonpecuniary Benefits of Schooling,†Journal of Economic Perspectives, 25(1), 159–184.
- Quandt, R. E. (1958): “The Estimation of the Parameters of a Linear Regression System Obeying Two Separate Regimes,†Journal of the American Statistical Association, 53(284), 873–880.
Paper not yet in RePEc: Add citation now
Silles, M. A. (2009): “The causal effect of education on health: Evidence from the United Kingdom,†Economics of Education Review, 28(1), 122–128.
- Spasojevic, J. (2003): “Effects of Education on Adult Health in Sweden: Results from a Natural Experiment,†Unpublished manuscript, City University of New York Graduate Center.
Paper not yet in RePEc: Add citation now
- Ware, John E., J., M. Kosinski, and S. D. Keller (1996): “A 12-Item ShortForm Health Survey: Construction of Scales and Preliminary Tests of Reliability and Validity,†Medical Care, 34(3), 220–233.
Paper not yet in RePEc: Add citation now
Weisbrod, B. A. (1962): “Education and Investment in Human Capital,†Journal of Political Economy, 70(5, Part 2: Investment in Human Beings), 106–123.
- Williams, B. (2011): “Notes on Identification of Factor Models,†Unpublished manuscript, University of Chicago, Department of Economics.
Paper not yet in RePEc: Add citation now