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The interplay of Bayesian and frequentist analysis

Publication ,  Journal Article
Bayarri, MJ; Berger, JO
Published in: Statistical Science
February 1, 2004

Statistics has struggled for nearly a century over the issue of whether the Bayesian or frequentist paradigm is superior. This debate is far from over and, indeed, should continue, since there are fundamental philosophical and pedagogical issues at stake. At the methodological level, however, the debate has become considerably muted, with the recognition that each approach has a great deal to contribute to statistical practice and each is actually essential for full development of the other approach. In this article, we embark upon a rather idiosyncratic walk through some of these issues.

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Published In

Statistical Science

DOI

ISSN

0883-4237

Publication Date

February 1, 2004

Volume

19

Issue

1

Start / End Page

58 / 80

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 0104 Statistics
 

Citation

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Bayarri, M. J., & Berger, J. O. (2004). The interplay of Bayesian and frequentist analysis. Statistical Science, 19(1), 58–80. https://doi.org/10.1214/088342304000000116
Bayarri, M. J., and J. O. Berger. “The interplay of Bayesian and frequentist analysis.” Statistical Science 19, no. 1 (February 1, 2004): 58–80. https://doi.org/10.1214/088342304000000116.
Bayarri MJ, Berger JO. The interplay of Bayesian and frequentist analysis. Statistical Science. 2004 Feb 1;19(1):58–80.
Bayarri, M. J., and J. O. Berger. “The interplay of Bayesian and frequentist analysis.” Statistical Science, vol. 19, no. 1, Feb. 2004, pp. 58–80. Scopus, doi:10.1214/088342304000000116.
Bayarri MJ, Berger JO. The interplay of Bayesian and frequentist analysis. Statistical Science. 2004 Feb 1;19(1):58–80.

Published In

Statistical Science

DOI

ISSN

0883-4237

Publication Date

February 1, 2004

Volume

19

Issue

1

Start / End Page

58 / 80

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 0104 Statistics