Likelihoodism, Bayesianism, and relational confirmation

Likelihoodists and Bayesians seem to have a fundamental disagreement about the proper probabilistic explication of relational (or contrastive) conceptions of evidential support (or confirmation). In this paper, I will survey some recent arguments and results in this area, with an eye toward pinpointing the nexus of the dispute. This will lead, first, to an important shift in the way the debate has been couched, and, second, to an alternative explication of relational support, which is in some sense a “middle way” between Likelihoodism and Bayesianism. In the process, I will propose some new work for an old probability puzzle: the “Monty Hall” problem.

[1]  S. Sarkar,et al.  The Philosophy of Science: An Encyclopedia , 2006 .

[2]  Peter W. Milne log[P(h/eb)/P(h/b)] Is the One True Measure of Confirmation , 1996, Philosophy of Science.

[3]  Wolfgang Spohn,et al.  A general non-probabilistic theory of inductive reasoning , 2013, UAI.

[4]  Branden Fitelson,et al.  A Bayesian Account of Independent Evidence with Applications , 2001, Philosophy of Science.

[5]  R. Carnap On Inductive Logic , 1945, Philosophy of Science.

[6]  Daniel Steel,et al.  A Bayesian Way to Make Stopping Rules Matter , 2003 .

[7]  Karl R. Popper,et al.  Degree of Confirmation , 1954 .

[8]  Branden Fitelson Putting the Irrelevance Back Into the Problem of Irrelevant Conjunction , 2002, Philosophy of Science.

[9]  Branden Fitelson,et al.  STUDIES IN BAYESIAN CONFIRMATION THEORY , 2001 .

[10]  C. Howson,et al.  Scientific Reasoning: The Bayesian Approach , 1989 .

[11]  Elliott Sober From a Biological Point of View: Essays in Evolutionary Philosophy , 1994 .

[12]  Peter Urbach,et al.  Scientific Reasoning: The Bayesian Approach , 1989 .

[13]  Elliott Sober,et al.  Why Likelihood ? , 1980 .

[14]  S. Spear,et al.  The Nature of Scientific Evidence , 2007 .

[15]  I.,et al.  Weight of Evidence : A Brief Survey , 2006 .

[16]  Joseph Y. Halpern,et al.  Plausibility Measures: A User's Guide , 1995, UAI.

[17]  Branden Fitelson The Plurality of Bayesian Measures of Confirmation and the Problem of Measure Sensitivity , 1999, Philosophy of Science.

[18]  R. Royall Statistical Evidence: A Likelihood Paradigm , 1997 .

[19]  A. O'hear Philosophy, Biology and Life , 2005 .

[20]  Branden Fitelson,et al.  Monty Hall, Doomsday and confirmation , 2003 .

[21]  E. Sober Is Drift a Serious Alternative to Natural Selection as an Explanation of Complex Adaptive Traits? , 2005, Royal Institute of Philosophy Supplement.

[22]  R. Swinburne Bayes's theorem , 2005 .

[23]  E. Eells,et al.  Symmetries and Asymmetries in Evidential Support , 2002 .

[24]  Rudolf Carnap,et al.  Logical foundations of probability , 1951 .