The empirical economist’s toolkit: From models to methods

History of Political Economy

Volumn 49, Issue , 2017, Pages 127-157

  Panhans, Matthew T ^a   Singleton, John D ^b  

^a DUKE UNIVERSITY   (United States)

^b UNIVERSITY OF ROCHESTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85053339803     PISSN: 00182702     EISSN: 15271919     Source Type: Journal    
DOI: 10.1215/00182702-4166299     Document Type: Article

References (83)

1. Almond, D., and J. Currie. 2011. “Killing Me Softly: The Fetal Origins Hypothesis.” Journal of Economic Perspectives 25 (3): 153–72.
2. Angrist, J. D., and G. W. Imbens. 1999. Comment on James J. Heckman, “Instrumen-tal Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations.” Journal of Human Resources 34 (4): 823–27.
3. Angrist, J. D., and A. B. Krueger. 1991. “Does Compulsory School Attendance Affect Schooling and Earnings?” Quarterly Journal of Economics 106 (4): 979–1014.
4. Angrist, J.D., and A.B. Krueger. 2001. “Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments.” Journal of Economic Perspectives 15 (4): 69–85.
5. Angrist, J. D., and V. Lavy. 1999. “Using Maimonides’ Rule to Estimate the Effect of Class Size on Scholastic Achievement.” Quarterly Journal of Economics 114 (2): 533–75.
6. Angrist, J. D., and J.-S. Pischke. 2009. Mostly Harmless Econometrics: An Empiri-cist’s Companion. Princeton, N.J.: Princeton University Press.
7. Angrist, J.D., and J.-S. Pischke 2010. “The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics.” Journal of Economic Perspectives 24 (2): 3–30.
8. Angrist, J.D., and J.-S. Pischke 2014. Mastering ’Metrics: The Path from Cause to Effect. Princeton, N.J.: Princeton University Press.
9. Ashenfelter, O. C. 2014. “The Early History of Program Evaluation and the Department of Labor.” Industrial & Labor Relations Review 67 (3 suppl.): 574–77.
10. Backhouse, R., and J. Biddle, eds. 2000. Toward a History of Applied Economics. Supplemental issue to volume 32 of History of Political Economy. Durham, N.C.: Duke University Press.
11. Backhouse, R. E., and S. G. Medema. 2009. “Retrospectives: On the Definition of Economics.” Journal of Economic Perspectives 23 (1): 221–33.
12. Becker, G. S. 1964. Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education. 2nd ed. New York: National Bureau of Economic Research.
13. Blaug, M. 1976. “The Empirical Status of Human Capital Theory: A Slightly Jaundiced Survey.” Journal of Economic Literature 14 (3): 827–55.
14. Blaug, M. 1992. The Methodology of Economics, or How Economists Explain. Cambridge: Cambridge University Press.
15. Boumans, M., and A. Dupont-Kieffer. 2011. “A History of the Histories of Economet-rics.” In Histories on Econometrics, edited by M. Boumans, A. Dupont-Kieffer, and D. Qin. History of Political Economy 43:5–31.
16. Bowen, D., L. Fresard, and J. P. Taillard. 2015. “What’s Your Identification Strategy? Innovation in Corporate Finance Research.” Working paper.
17. Breslau, D. 1997a. “Contract Shop Epistemology: Credibility and Problem Construction in Applied Social Science.” Social Studies of Science 27 (3): 363–94.
18. Breslau, D. 1997b. “The Political Power of Research Methods: Knowledge Regimes in U. S. Labor-Market Policy.” Theory and Society 26 (6): 869–902.
19. Breslau, D. 1998. In Search of the Unequivocal: The Political Economy of Measurement in U.S. Labor Market Policy. Westport, Conn.: Praeger.
20. Breslau, D., and Y. Yonay. 1999. “Beyond Metaphor: Mathematical Models in Economics as Empirical Research.” Science in Context 12 (2): 317–32.
21. Card, D. 1995. “Using Geographic Variation in College Proximity to Estimate the Return to Schooling.” In Aspects of Labour Market Behavior: Essays in Honour of John Vanderkamp, edited by L. Christofides, E. K. Grant, and R. Swidinsky, 201–22. Toronto: University of Toronto Press.
22. Card, D. 2001. “Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems.” Econometrica 69 (5): 1127–60.
23. Card, D. 2012. Model-Based or Design-Based? Methodological Approaches in Empirical Micro. Woytinsky Lecture, University of Michigan, April.
24. Card, D., and A. B. Krueger. 1994. “Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania.” American Economic Review 84 (4): 772–93.
25. Chetty, R. 2009. “Sufficient Statistics for Welfare Analysis: A Bridge between Structural and Reduced-Form Methods.” Annual Review of Economics 1 (1): 451–88.
26. Christ, C. F. 1994. “The Cowles Commission’s Contributions to Econometrics at Chicago, 1939–1955.” Journal of Economic Literature 32 (1): 30–59.
27. Colander, D. 2005. “The Making of an Economist Redux.” Journal of Economic Perspectives 19 (1): 175–98.
28. Cook, T. D. 2008. “‘Waiting for Life to Arrive’: A History of the Regression-Discontinuity Design in Psychology, Statistics, and Economics.” Journal of Econometrics 142 (2): 636–54.
29. De Janvry, A., and E. Sadoulet. 2012. A Q&A with the Editors of the WBER, Alain de Janvry and Elisabeth Sadoulet. “Development Impact” (blog), http://blogs.world bank.org/impactevaluations/a-qa-with-the-editors-of-the-wber-alain-de-janvry-and-elisabeth-sadoulet.
30. De Marchi, N., and C. Gilbert. 1989. “Introduction.” Oxford Economic Papers 41 (1): 1–11.
31. Duflo, E. 2001. “Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment.” American Economic Review 91 (4): 795–813.
32. Dupont-Kieffer, A., and A. Pirotte. 2011. “The Early Years of Panel Data Economet-rics.” In Histories on Econometrics, edited by M. Boumans, A. Dupont-Kieffer, and D. Qin. History of Political Economy 43: 258–82.
33. Epstein, R. J. 1989. “The Fall of OLS in Structural Estimation.” Oxford Economic Papers 41 (1): 94–107.
34. Evans, W. N., and J. S. Ringel. 1999. “Can Higher Cigarette Taxes Improve Birth Outcomes?” Journal of Public Economics 72 (1): 135–54.
35. Fourcade, M. 2009. Economists and Societies: Discipline and Profession in the United States, Britain, and France, 1890s to 1990s. Princeton, N.J.: Princeton University Press.
36. Fourcade, M., E. Ollion, and Y. Algan. 2014. “The Superiority of Economists.” Maxpo Discussion Paper No. 14/3.
37. Frisch, R. 1933. Propagation Problems and Impulse Problems in Dynamic Economics. Oslo: Universitetets Økonomiske Institutt.
38. Fuchs-Schuendeln, N., and T. A. Hassan. 2015. “Natural Experiments in Macro-economics.” NBER Working Paper No. 21228, National Bureau of Economic Research.
39. Haavelmo, T. 1943. “The Statistical Implications of a System of Simultaneous Equa-tions.” Econometrica 11 (1): 1–12.
40. Haavelmo, T. 1944. “The Probability Approach in Econometrics.” Econometrica 12:iii–115.
41. Heckman, J. 1997. “Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations.” Journal of Human Resources 32 (3): 441–62.
42. Heckman, J. 2000. “Causal Parameters and Policy Analysis in Economics: A Twentieth Century Retrospective.” Quarterly Journal of Economics 115 (1): 45–97.
43. Heckman, J. 2008. “Econometric Causality.” International Statistical Review 76 (1): 1–27.
44. Heckman, J. 2010. “Building Bridges between Structural and Program Evaluation Approaches to Evaluating Policy.” Journal of Economic Literature 48 (2): 356–98.
45. Hendry, D. F. 1980. “Econometrics: Alchemy or Science?” Economica 47 (188): 387–406.
46. Hirschman, D., and E. P. Berman. 2014. “Do Economists Make Policies? On the Political Effects of Economics.” Socio-Economic Review 12 (4): 779–811.
47. Hoover, K. D. 2014. “On the Reception of Haavelmo’s Econometric Thought.” Journal of the History of Economic Thought 36 (1): 45–65.
48. Imbens, G. W., and T. Lemieux. 2008. “Regression Discontinuity Designs: A Guide to Practice.” Journal of Econometrics 142 (2): 615–35.
49. Keane, M. P. 2010a. “A Structural Perspective on the Experimentalist School.” Journal of Economic Perspectives 24 (2): 47–58.
50. Keane, M. P. 2010b. “Structural vs. Atheoretic Approaches to Econometrics.” Journal of Econometrics 156 (1): 3–20.
51. LaLonde, R. J. 1986. “Evaluating the Econometric Evaluations of Training Programs with Experimental Data.” American Economic Review 76 (4): 604–20.
52. Leamer, E. E. 1983. “Let’s Take the Con out of Econometrics.” American Economic Review 73 (1): 31–43.
53. Lee, D. S., and T. Lemieux. 2010. “Regression Discontinuity Designs in Economics.” Journal of Economic Literature 48 (2): 281–355.
54. Levitt, S. D., and J. A. List. 2008. “Field Experiments in Economics: The Past, the Present, and the Future.” NBER Working Paper No. 14356, National Bureau of Economic Research.
55. Lewbel, A. 2016. “The Identification Zoo—Meanings of Identification in Economet-rics.” Working paper.
56. Mas-Colell, A., M. D. Whinston, and J. R. Green. 1995. Microeconomic Theory. New York: Oxford University Press.
57. McClellan, M., B. J. McNeil, and J. P. Newhouse. 1994. “Does More Intensive Treatment of Acute Myocardial Infarction in the Elderly Reduce Mortality? Analysis Using Instrumental Variables.” JAMA 272 (11): 859–66.
58. Mincer, J. 1958. “Investment in Human Capital and Personal Income Distribution.” Journal of Political Economy 66 (4): 281–302.
59. Morgan, M. S. 1990. The History of Econometric Ideas. Cambridge: Cambridge University Press.
60. Munnell, A. H., ed. 1986. Lessons from the Income Maintenance Experiments. Conference Series No. 30. Federal Reserve Bank of Boston.
61. Nevo, A., and M. D. Whinston. 2010. “Taking the Dogma out of Econometrics: Structural Modeling and Credible Inference.” Journal of Economic Perspectives 24 (2): 69–81.
62. Obenauer, M. L., and B. M. V. D. Nienburg. 1915. Effect of Minimum-Wage Determinations in Oregon: July, 1915. Washington, D.C.: US Government Printing Office.
63. Pickering, A., ed. 1992. Science as Practice and Culture. Chicago: University of Chicago Press.
64. Qin, D. 1989. “Formalization of Identification Theory.” Oxford Economic Papers 41 (1): 73–93.
65. Qin, D. 2013. A History of Econometrics: The Reformation from the 1970s. Oxford: Oxford University Press.
66. Qin, D. 2015. “Consolidation of the Haavelmo-Cowles Commission Research Pro-gram.” Econometric Theory 31 (2): 275–93.
67. Robbins, L. 1935. An Essay on the Nature and Significance of Economic Science. London: Macmillan.
68. Rosenzweig, M. R., and K. I. Wolpin. 2000. “Natural ‘Natural Experiments’ in Eco-nomics.” Journal of Economic Literature 38 (4): 827–74.
69. Rubin, D. B. 2005. “Causal Inference Using Potential Outcomes: Design, Modeling, Decisions.” Journal of the American Statistical Association 100 (469): 322–31.
70. Rust, J. 2010. Comments on: “Structural vs. Atheoretic Approaches to Econometrics” by Michael Keane. Journal of Econometrics 156 (1): 21–24.
71. Rust, J.. 2014. “The Limits of Inference with Theory: A Review of Wolpin (2013).” Journal of Economic Literature 52 (3): 820–50.
72. Schultz, T. W. 1961. “Investment in Human Capital.” American Economic Review 51 (1): 1–17.
73. Sims, C. A. 2010. “But Economics Is Not an Experimental Science.” Journal of Economic Perspectives 24 (2): 59–68.
74. Stapleford, T. A. 2015. “Historical Epistemology and the History of Economics: Views through the Lens of Practice.” SSRN Scholarly Paper ID 2692611, Social Science Research Network, Rochester, N.Y.
75. Stigler, G. J. 1984. “Economics: The Imperial Science?” Scandinavian Journal of Economics 86 (3): 301–13.
76. Stock, J. H., and F. Trebbi. 2003. “Retrospectives: Who Invented Instrumental Variable Regression?: Journal of Economic Perspectives 17 (3): 177–94.
77. Teele, D. L., ed. 2014. Field Experiments and Their Critics: Essays on the Uses and Abuses of Experimentation in the Social Sciences. New Haven, Conn.: Yale University Press.
78. Teixeira, P. N. 2000. “A Portrait of the Economics of Education, 1960–1997.” In Toward a History of Applied Economics, edited by R. Backhouse and J. Biddle. History of Political Economy 32 (supplement): 257–88.
79. Teixeira, P. N. 2011. “A Reluctant Founding Father: Placing Jacob Mincer in the History of (Labor) Economics.” European Journal of the History of Economic Thought 18 (5): 673–95.
80. Thistlethwaite, D. L., and D. T. Campbell. 1960. “Regression-Discontinuity Analysis: An Alternative to the Ex Post Facto Experiment.” Journal of Educational Psychology 51 (6): 309–17.
81. Willis, R. J., and S. Rosen. 1979. “Education and Self-Selection.” Journal of Political Economy 87 (5): S7–S36.
82. Wolpin, K. I. 2013. The Limits of Inference without Theory. Cambridge, Mass.: MIT Press.
83. Wright, P. G. 1928. The Tariff on Animal and Vegetable Oils, by Philip G. Wright, with the Aid of the Council and Staff of the Institute of Economics. New York: Macmillan.