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Strategic Sample Selection

Author

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  • Di Tillio, Alfredo
  • Ottaviani, Marco
  • Sorensen, Peter Norman

Abstract

What is the impact of sample selection on the inference payoff of an evaluator testing a simple hypothesis based on the outcome of a location experiment? We show that anticipated selection locally reduces noise dispersion and thus increases informativeness if and only if the noise distribution is double logconvex, as with normal noise. The results are applied to the analysis of strategic sample selection by a biased researcher and extended to the case of uncertain and unanticipated selection. Our theoretical analysis offers applied research a new angle on the problem of selection in empirical studies, by characterizing when selective assignment based on untreated outcomes benefits or hurts the evaluator.

Suggested Citation

  • Di Tillio, Alfredo & Ottaviani, Marco & Sorensen, Peter Norman, 2017. "Strategic Sample Selection," CEPR Discussion Papers 12202, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:12202
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    References listed on IDEAS

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    1. Case, Anne & Lee, Diana & Paxson, Christina, 2008. "The income gradient in children's health: A comment on Currie, Shields and Wheatley Price," Journal of Health Economics, Elsevier, vol. 27(3), pages 801-807, May.
    2. Anthony Strittmatter & Uwe Sunde, 2013. "Health and economic development—evidence from the introduction of public health care," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1549-1584, October.
    3. Janet Currie & Jonathan Gruber, 1996. "Health Insurance Eligibility, Utilization of Medical Care, and Child Health," The Quarterly Journal of Economics, Oxford University Press, vol. 111(2), pages 431-466.
    4. Subramanian, Shankar & Deaton, Angus, 1996. "The Demand for Food and Calories," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 133-162, February.
    5. Kesztenbaum, Lionel & Rosenthal, Jean-Laurent, 2011. "The health cost of living in a city: The case of France at the end of the 19th century," Explorations in Economic History, Elsevier, vol. 48(2), pages 207-225, April.
    6. Peter Lorentzen & John McMillan & Romain Wacziarg, 2008. "Death and development," Journal of Economic Growth, Springer, vol. 13(2), pages 81-124, June.
    7. Timothy W. Guinnane, 2011. "The Historical Fertility Transition: A Guide for Economists," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 589-614, September.
    8. Marcella Alsan & Claudia Goldin, 2015. "Watersheds in Infant Mortality: The Role of Effective Water and Sewerage Infrastructure, 1880 to 1915," NBER Working Papers 21263, National Bureau of Economic Research, Inc.
    9. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    10. Quamrul H. Ashraf & Ashley Lester & David N. Weil, 2009. "When Does Improving Health Raise GDP?," NBER Chapters,in: NBER Macroeconomics Annual 2008, Volume 23, pages 157-204 National Bureau of Economic Research, Inc.
    11. Bowblis, John R., 2010. "The Decline in Infant Death Rates, 1878–1913: The Role of Early Sickness Insurance Programs," The Journal of Economic History, Cambridge University Press, vol. 70(01), pages 221-232, March.
    12. Beach, Brian & Ferrie, Joseph & Saavedra, Martin & Troesken, Werner, 2016. "Typhoid Fever, Water Quality, and Human Capital Formation," The Journal of Economic History, Cambridge University Press, vol. 76(01), pages 41-75, March.
    13. Casper Worm Hansen & Lars Lønstrup, 2015. "The Rise in Life Expectancy and Economic Growth in the 20th Century," Economic Journal, Royal Economic Society, vol. 0(584), pages 838-852, May.
    14. Kota Ogasawara & Genya Kobayashi, 2015. "The impact of social workers on infant mortality in inter-war Tokyo: Bayesian dynamic panel quantile regression with endogenous variables," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 9(1), pages 97-130, January.
    15. Easterlin, Richard A., 1999. "How beneficent is the market? A look at the modern history of mortality," European Review of Economic History, Cambridge University Press, vol. 3(03), pages 257-294, December.
    16. Casper Worm Hansen & Peter Sandholt Jensen & Peter Egedesø Madsen, 2016. "Information and Disease Prevention: Tuberculosis Dispensaries," Discussion Papers 16-01, University of Copenhagen. Department of Economics.
    17. Mokyr, Joel, 2000. "Why “More Work for Mother?” Knowledge and Household Behavior, 1870–1945," The Journal of Economic History, Cambridge University Press, vol. 60(01), pages 1-41, March.
    18. Ferrie, Joseph P. & Troesken, Werner, 2008. "Water and Chicago's mortality transition, 1850-1925," Explorations in Economic History, Elsevier, vol. 45(1), pages 1-16, January.
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    More about this item

    Keywords

    Comparison of experiments; Dispersion; Persuasion; Strategic selection; welfare;

    JEL classification:

    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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