Statistical dogma and the logic of significance testing

Philosophy of Science 45 (1):120-135 (1978)
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Abstract

In a recent note Roger Carlson presented a rather negative appraisal of my treatment of the logic of Fisherian significance testing in [10]. The main issue between us involves Carlson's thesis that, within the limits set by Fisher, standard significance tests are valuable tools of data analysis as they stand, i.e., without modification of the structure of the reasoning they employ. Call this the adequacy thesis. In my paper I argued that the pattern of reasoning employed by tests of significance needs to be justified in spite of its unquestioned acceptance by most researchers, The best justification offered to date—by R. A. Fisher—is seriously defective. Therefore the adequacy thesis is not justified. I proposed some alterations of the pattern of reasoning employed by tests of significance and argued that they guarantee that tests are adequate epistemological tools.

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Stephen Spielman
University of Pennsylvania (PhD)

References found in this work

The logic of tests of significance.Stephen Spielman - 1974 - Philosophy of Science 41 (3):211-226.
A refutation of the Neyman-Pearson theory of testing.Stephen Spielman - 1973 - British Journal for the Philosophy of Science 24 (3):201-222.
On the infirmities of Gillies's rule.Stephen Spielman - 1974 - British Journal for the Philosophy of Science 25 (3):261-265.
The logic of tests of significance.Roger Carlson - 1976 - Philosophy of Science 43 (1):116-128.

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