Statistics As Principled Argument

    By

    In this illuminating volume, Robert P. Abelson delves into the too-often dismissed problems of interpreting quantitative data and then presenting them in the context of a coherent story about one's research. Unlike too many books on statistics, this is a remarkably engaging read, filled with fascinating real-life and real-research examples rather than with recipes for analysis. It will be of true interest and lasting value to beginning graduate students and seasoned researchers alike. The focus of the book is that the purpose of statistics is to organize a useful argument from quantitative evidence, using a form of principled rhetoric. Five criteria, described by the acronym MAGIC magnitude, articulation, generality, interestingness, and credibility are proposed as crucial features of a persuasive, principled argument. Particular statistical methods are discussed, with minimum use of formulas and heavy data sets. The ideas throughout the book revolve around elementary probability theory, t tests, and simple issues of research design. It is therefore assumed that the reader has already had some access to elementary statistics. Many examples are included to explain the connection of statistics to substantive claims about real phenomena.

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    Number of Pages: 240
    Format(s): Paperback - ISBN: 9780805805284
    Publication Date:
    Listed in: Probability & statistics
    Publishers: Lawrence Erlbaum Associates Inc, Psychology Press

    Books by Robert P. Abelson

    Paperback

    RRP: £26.99

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