Conditional Degree of Belief and Bayesian Inference

被引:5
作者
Sprenger, Jan [1 ]
机构
[1] Univ Torino, Ctr Log Language & Cognit, Dept Philosophy & Educ Sci, Via St Ottavio 20, I-10124 Turin, Italy
基金
欧洲研究理事会;
关键词
PROBABILITY; SUPPORT;
D O I
10.1086/707554
中图分类号
N09 [自然科学史]; B [哲学、宗教];
学科分类号
01 ; 0101 ; 010108 ; 060207 ; 060305 ; 0712 ;
摘要
Why are conditional degrees of belief in an observation E, given a statistical hypothesis H, aligned with the objective probabilities expressed by H? After showing that standard replies (ratio analysis of conditional probability, chance-credence coordination) are not satisfactory, I develop a suppositional analysis of conditional degree of belief, transferring Ramsey's classical proposal to statistical inference. The analysis saves the alignment, explains the role of chance-credence coordination, and rebuts the charge of arbitrary assessment of evidence in Bayesian inference. Finally, I explore the implications of this analysis for Bayesian reasoning with idealized models in science.
引用
收藏
页码:319 / 335
页数:17
相关论文
共 54 条
[41]  
Ramsey Frank Plumpton, 1929, PHILOS PAP, P145
[42]  
Renyi A., 1970, Foundations of Probability
[43]  
Skyrms B., 2000, CHOICE AND CHANCE, V4th
[44]  
Sprenger J., 2019, BAYESIAN PHILOS SCI
[45]   A Novel Solution to the Problem of Old Evidence [J].
Sprenger, Jan .
PHILOSOPHY OF SCIENCE, 2015, 82 (03) :383-401
[46]   Statistical Inference Without Frequentist Justifications [J].
Sprenger, Jan .
EPSA EPISTEMOLOGY AND METHODOLOGY OF SCIENCE: LAUNCH OF THE EUROPEAN PHILOSOPHY OF SCIENCE ASSOCIATION, VOL 1, 2010, :289-297
[47]   Confidence, uncertainty and decision-support relevance in climate predictions [J].
Stainforth, D. A. ;
Allen, M. R. ;
Tredger, E. R. ;
Smith, L. A. .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2007, 365 (1857) :2145-2161
[48]  
Stalnaker R., 1968, AM PHILOS Q MONOGRAP, V2, P98
[49]   The Chances of Propensities [J].
Suarez, Mauricio .
BRITISH JOURNAL FOR THE PHILOSOPHY OF SCIENCE, 2018, 69 (04) :1155-1177
[50]  
Suppes P., 1966, Aspects of inductive logic