Statistics as Inductive Inference


Authors
Jan-Willem Romeijn
University of Groningen
Abstract
An inductive logic is a system of inference that describes the relation between propositions on data, and propositions that extend beyond the data, such as predictions over future data, and general conclusions on all possible data. Statistics, on the other hand, is a mathematical discipline that describes procedures for deriving results about a population from sample data. These results include predictions on future samples, decisions on rejecting or accepting a hypothesis about the population, the determination of probability assignments over such hypotheses, the selection of a statistical model for studying the population, and so on. Both inductive logic and statistics are calculi for getting from the given data to propositions or results that transcend the data
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References found in this work BETA

Logic of Statistical Inference.Ian Hacking - 1965 - Cambridge, England: Cambridge University Press.
The Continuum of Inductive Methods.Rudolf Carnap - 1952 - Chicago, IL, USA: University of Chicago Press.

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