Abstract
Mindless applications of regression models to poorly measured data in the social sciences are what Freedman deplores. I yield to nobody in my Opposition to mindlessness—in the natural sciences as in the social sciences—and I am steadfastly in favor of good measurement of theoretical relevant constructs. But frequently the lines between mindlessness and wise exploration, between measurement guided by lame-brained theories and that inspired by a truly visionary world view are unclear, distinguishable only through the myopia-correcting lenses of hindsight. Freedman uses such hindsight to discern and describe some examples of mathematical models in the natural sciences that have succeeded admirably, and he contrasts them to “typical regression models in the social sciences.” He suggests the comparison may be unfair and even cruel: In this suggestion he is correct; The comparison is certainly unfair. While social science comes off second-best by design, surely the tables would be turned were we to take shoddy examples of physical science and compare them with the best of theory-guided social science research, whether or not it uses regression analysis.
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References
Adams, R.M., Smelser, N.J., and Treiman, D. (eds.) (1982).Behavior and Social Science Research: A National Resource, Parts I and II, Washington, D.C.: National Academy Press.
Bishop, Y.M.M., Fienberg, S.E., and Holland, P.W. (1975).Discrete Multivariate Analysis: Theory and Practice. Cambridge, Mass: M.I.T. Press.
Converse, P.E. (1982). Response to lecture by Professor Cronbach, in W.H. Kruskal (ed.),The Social Sciences, Their Nature and Uses. Chicago: University of Chicago Press, pp. 83–94.
Earman, J. and Glymour, C. (1980). Relativity and eclipses: The British eclipse expeditions of 1919 and their predecessors, in G. Heilbron et al (eds.),Historical Studies on the Physical Sciences 11. Berkeley, Calif.: University of California Press, pp. 49–85.
Fienberg, S.E., Singer, B., and Tanur, J.M. (1985). Large scale social experimentation in the U.S.A., in A.C. Atkinson and S.E. Fienberg (eds.),A Celebration of Statistics: The ISI Centenary Volume. New York: Springer-Verlag (fortheoming).
Fisher, R.A. (1936). Has Mendel’s work been rediscovered?Annals of Science 1, 115–137.
Freedman, D.A. (1985). Statistics and the scientific method. (This volume).
Freedman, D.A. and Lane, D. (1983). Significance testing in a non- stochastic setting, in P. Bickel, K. Doksum, J.L. Hodges Jr. (eds.),A Festschrift for Erich L. Lehmann. Beimont, Calif.: Wadsworth, pp. 184–208.
Glymour, C. (1983). Social sciences and social physics.Behavioral Science 28, 126–134.
Hanson, N.R. (1969).Patterns of Discovery. Cambridge: Cambridge University Press.
Holton, G. (1978). Subelectrons, presuppositions, and the Millikan- Erenhaft dispute, in R. McCormmach et al (eds.),Historical Studies in the Physical Sciences 9. Baltimore, MD: Johns Hopkins University Press, pp. 25–83.
Landau, D. and Lazarsfeld, P.F. (1978). Quetelet, Adolphe, in Wm. Kruskal and J.M. Tanur (eds.),International Encyclopedia of Statistics 2. New York: Macmillan and the Free Press, pp. 824–834.
Levin, B. and Robbins, H. (1981). Urn models for regression analysis, with applications to employment discrimination studies. Unpublished manuscript.
Prewitt, K. (1980). Annual Report of the President 1979–1980: The council and the usefulness of the social sciences.Annual Report 1979–1980. New York, NY: Social Science Research Council, xiii–xxvii.
Sheynin, O.B. (1973). Mathematical treatment of astronomical observations (a historical essay).Arch. Hist. Exact. Sei. 11, 97–126.
Sheynin, O.B . (1977). J. Kepler as a statistician.Bulletin of the Int. Stat. Inst. (Proceedings of the 40th Session), 341-354.
Sheynin, O.B. (1978). Kepler, Johannes, in Wm. Kruskal and J.M. Tanur (eds.),International Encyclopedia of Statistics 1. New York: Macmillan and the Free Press, pp. 487–488.
Tanur, J.M. (1982). Advances in methods for large scale surveys and experiments, inFive Year Outlook on Science and Technology. Washington, DC: National Science Foundation, pp. 589–619.
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Fienberg, S.E. (1985). Comments on and Reactions to Freedman, Statistics and the Scientific Method. In: Mason, W.M., Fienberg, S.E. (eds) Cohort Analysis in Social Research. Springer, New York, NY. https://doi.org/10.1007/978-1-4613-8536-3_13
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DOI: https://doi.org/10.1007/978-1-4613-8536-3_13
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