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Modeling with Data: Tools and Techniques for Scientific Computing

Modeling with Data: Tools and Techniques for Scientific Computing (Hardback)

£83.95
To Order. Estimated despatch in 1-3 weeks.
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Synopsis

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.

Computing & ITBusiness applicationsMathematical & statistical softwareComputing & ITComputer programming / software developmentDatabase programmingComputing & ITDatabasesDatabase design & theoryReference & ResearchMuseums & museologyData analysis: generalReference & ResearchResearch & information: general Publisher: Princeton University Press Publication Date: 06/10/2008 ISBN-13: 9780691133140  Details: Type: Hardback Format: Books
Availability: To Order. Estimated despatch in 1-3 weeks.  

Ben Klemens is a senior statistician at the National Institute of Mental Health. He is also a guest scholar at the Center on Social and Economic Dynamics at the Brookings Institution.

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