eTextbook: Modeling with Data

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    Author(s): Klemens, Ben

    ISBN 10: 069113314X. See all ISBN's

    ISBN 13: 9780691133140


    Publisher: Princeton University Press

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    Modeling with Data fully explains how to execute computationally intensive analyses on very large data sets, showing readers how to determine the best methods for solving a variety of different problems, how to create and debug statistical models, and how to run an analysis and evaluate the results.

    Ben Klemens introduces a set of open and unlimited tools, and uses them to demonstrate data management, analysis, and simulation techniques essential for dealing with large data sets and computationally intensive procedures. He then demonstrates how to easily apply these tools to the many threads of statistical technique, including classical, Bayesian, maximum likelihood, and Monte Carlo methods. Klemens's accessible survey describes these models in a unified and nontraditional manner, providing alternative ways of looking at statistical concepts that often befuddle students. The book includes nearly one hundred sample programs of all kinds. Links to these programs will be available on this page at a later date.

    Modeling with Data will interest anyone looking for a comprehensive guide to these powerful statistical tools, including researchers and graduate students in the social sciences, biology, engineering, economics, and applied mathematics.

    All ISBN's for this title:

    ISBN 10: 069113314X, ISBN 13: 9780691133140, eISBN 10: 1400828740, eISBN 13: 9781400828746

    1. List price can refer to either the digital or print list price, whichever is available to Kno.

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