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Philosophy of Probability and Statistical Modelling

Philosophy of Probability and Statistical Modelling - Elements in the Philosophy of Science

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Publisher's Synopsis

This Element has two main aims. The first one (sections 1-7) is an historically informed review of the philosophy of probability. It describes recent historiography, lays out the distinction between subjective and objective notions, and concludes by applying the historical lessons to the main interpretations of probability. The second aim (sections 8-13) focuses entirely on objective probability, and advances a number of novel theses regarding its role in scientific practice. A distinction is drawn between traditional attempts to interpret chance, and a novel methodological study of its application. A radical form of pluralism is then introduced, advocating a tripartite distinction between propensities, probabilities and frequencies. Finally, a distinction is drawn between two different applications of chance in statistical modelling which, it is argued, vindicates the overall methodological approach. The ensuing conception of objective probability in practice is the 'complex nexus of chance'.

About the Publisher

Cambridge University Press

Cambridge University Press dates from 1534 and is part of the University of Cambridge. We further the University's mission by disseminating knowledge in the pursuit of education, learning and research at the highest international levels of excellence.

Book information

ISBN: 9781108984942
Publisher: Cambridge University Press
Imprint: Cambridge University Press
Pub date:
DEWEY: 519.5
DEWEY edition: 23
Language: English
Number of pages: 66
Weight: 128g
Height: 151mm
Width: 228mm
Spine width: 8mm