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A purple cow is a confirming instance of the hypothesis that all crows are black.
References
Carnap, R.  Logical Foundations of Probability.  Chicago, IL: University of Chicago Press, pp. 224 and 469, 1950.
 
Gardner, M.  The Scientific American Book of Mathematical Puzzles & Diversions.  New York: Simon and 
  Schuster, pp. 52-54, 1959.
 
Goodman, N.  Ch. 3 in Fact, Fiction, and Forecast.  Cambridge, MA: Harvard University Press, 1955.
 
Hempel, C. G.  ``A Purely Syntactical Definition of Confirmation.''  J. Symb. Logic 8, 122-143, 1943.
 
Hempel, C. G.  ``Studies in Logic and Confirmation.''  Mind 54, 1-26, 1945.
 
Hempel, C. G.  ``Studies in Logic and Confirmation.  II.''  Mind 54, 97-121, 1945.
 
Hempel, C. G.  ``A Note on the Paradoxes of Confirmation.''  Mind 55, 1946.
 
Hosiasson-Lindenbaum, J.  ``On Confirmation.''  J. Symb. Logic 5, 133-148, 1940.
 
Whiteley, C. H.  ``Hempel's Paradoxes of Confirmation.''  Mind 55, 156-158, 1945.