The Foundations of Statistics Reconsidered

This is an expository paper on the evolution of opinion about the foundations of statistics. It particularly emphasizes the paths that some of us have followed to a position that may be called Bayesian or neo-Bayesian. The intense modern growth of statistical theory of which this Symposium is a manifestation has been strongly oriented by a certain view as to the meaning of probability. I shall try to explain why another view seems now to be entering upon the scene almost of its own accord and to suggest what practical implications it brings with it.

[1]  M. S. Bartlett,et al.  Statistical methods and scientific inference. , 1957 .

[2]  R. Fisher Two New Properties of Mathematical Likelihood , 1934 .

[3]  Robert Schlaifer,et al.  Probability And Statistics For Business Decisions , 1960 .

[4]  I J Good,et al.  Kinds of Probability: Although there are at least five kinds of probability, we can get along with just one kind. , 1959, Science.

[5]  H. Jeffreys Logical Foundations of Probability , 1952, Nature.

[6]  L. Stein,et al.  Probability and the Weighing of Evidence , 1950 .

[7]  E. L. Lehmann,et al.  Significance Level and Power , 1958 .

[8]  Frederick Mosteller,et al.  Unbiased Estimates for Certain Binomial Sampling Problems with Applications , 1946 .

[9]  B. O. Koopman The bases of probability , 1940 .

[10]  F. Yates Contributions to Mathematical Statistics , 1951, Nature.

[11]  Harold Jeffreys,et al.  NOTE ON THE BEHRENS‐FISHER FORMULA , 1940 .

[12]  Rudolf Carnap,et al.  The continuum of inductive methods , 1952 .

[13]  B. D. Finetti La prévision : ses lois logiques, ses sources subjectives , 1937 .

[14]  L. M. M.-T. Theory of Probability , 1929, Nature.

[15]  R. Fisher,et al.  STATISTICAL METHODS AND SCIENTIFIC INDUCTION , 1955 .

[16]  C. Stein Inadmissibility of the Usual Estimator for the Mean of a Multivariate Normal Distribution , 1956 .

[17]  B. O. Koopman The Axioms and Algebra of Intuitive Probability , 1940 .

[18]  F. J. Anscombe DEPENDENCE OF THE FIDUCIAL ARGUMENT ON THE SAMPLING RULE , 1957 .

[19]  N. Campbell,et al.  Scientific Inference , 1931, Nature.

[20]  Herman Chernoff,et al.  Sequential Tests for the Mean of a Normal Distribution , 1965 .