The Bayesian and Classical Approaches to statistical inference

Philosophy Compass 17 (9):e12867 (2022)
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Abstract

The Bayesian Approach and the Classical Approach are two very different families of approaches to statistical inference. There are many different versions of each view, often with very substantial differences among them. But I will here endeavor to explain the philosophical core of each family of approaches, as well as to identify four main philosophical differences between them.

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Matthew Kotzen
University of North Carolina, Chapel Hill

Citations of this work

Belief Revision Normalized.Jeremy Goodman & Bernhard Salow - 2025 - Journal of Philosophical Logic 54 (1):1-49.

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References found in this work

Probability Theory. The Logic of Science.Edwin T. Jaynes - 2002 - Cambridge University Press: Cambridge. Edited by G. Larry Bretthorst.
The Foundations of Statistics.Leonard J. Savage - 1954 - Synthese 11 (1):86-89.
The Foundations of Statistics.Leonard J. Savage - 1956 - Philosophy of Science 23 (2):166-166.
The foundations of statistics.P. C. Mahalanobis - 1954 - Dialectica 8 (2):95-111.

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