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Titlebook: Optimum Inductive Methods; A Study in Inductive Roberto Festa Book 1993 Springer Science+Business Media B.V. 1993 argue.bayesian statistics

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发表于 2025-3-21 19:31:44 | 显示全部楼层 |阅读模式
书目名称Optimum Inductive Methods
副标题A Study in Inductive
编辑Roberto Festa
视频video
丛书名称Synthese Library
图书封面Titlebook: Optimum Inductive Methods; A Study in Inductive Roberto Festa Book 1993 Springer Science+Business Media B.V. 1993 argue.bayesian statistics
描述This book deals with a basic problem arising within the Bayesian approach 1 to scientific methodology, namely the choice of prior probabilities. The problem will be considered with special reference to some inference methods used within Bayesian statistics (BS) and the so-called theory of inductive 2 probabilities (T/P). In this study an important role will be played by the assumption - defended by Sir Karl Popper and the supporters of the current verisimilitude theory (VT) - that the cognitive goal of science is the achievement of a high degree of truthlikeness or verisimilitude. A more detailed outline of the issues and objectives of the book is given in Section 1. In Section 2 the historical background of the Bayesian approach and the verisimilitude theory is briefly illustrated. In Section 3, the methods used in TIP and BS for making multinomial inference~ are considered and some conceptual relationships between TIP and BS are pointed out. In Section 4 the main lines of a new approach to the problem of the choice of prior probabilities are illustrated. Lastly, in Section 5 >the structure of the book is described and a first explanation of some technical terms is provided.
出版日期Book 1993
关键词argue; bayesian statistics; knowledge; logic; philosophy of science; probability; science; statistics
版次1
doihttps://doi.org/10.1007/978-94-015-8131-8
isbn_softcover978-90-481-4318-4
isbn_ebook978-94-015-8131-8Series ISSN 0166-6991 Series E-ISSN 2542-8292
issn_series 0166-6991
copyrightSpringer Science+Business Media B.V. 1993
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https://doi.org/10.1007/978-94-015-8131-8argue; bayesian statistics; knowledge; logic; philosophy of science; probability; science; statistics
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The Theory of Inductive Probabilities: Basic Features and ApplicationsIn this chapter some basic features and applications of the . are described.
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The Epistemic Problem of Optimality (EPO): A Contextual ApproachThe problem of determining the optimum Dirichlet distribution — or, equivalently, the optimum GC-system — for investigating a given multivariate Bernoulli process . with parameter vector .=(..,...,..) may be referred to as ., or EPO. In this chapter a . to EPO is proposed.
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