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Some Issues in the Foundation of Statistics

In: Topics in the Foundation of Statistics

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  • David Freedman

    (University of California, Statistics Department)

Abstract

After sketching the conflict between objectivists and subjectivists on the foundations of statistics, this paper discusses an issue facing statisticians of both schools, namely, model validation. Statistical models originate in the study of games of chance, and have been successfully applied in the physical and life sciences. However, there are basic problems in applying the models to social phenomena; some of the difficulties will be pointed out. Hooke’s law will be contrasted with regression models for salary discrimination, the latter being a fairly typical application in the social sciences.

Suggested Citation

  • David Freedman, 1997. "Some Issues in the Foundation of Statistics," Springer Books, in: Bas C. van Fraassen (ed.), Topics in the Foundation of Statistics, pages 19-39, Springer.
    • Handle: RePEc:spr:sprchp:978-94-015-8816-4_4
    DOI: 10.1007/978-94-015-8816-4_4
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