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Programming Modeling with Data: Tools and Techniques for Scientific Computing

Posted on 2010-03-15




Name:Programming Modeling with Data: Tools and Techniques for Scientific Computing
ASIN/ISBN:069113314X
Language:English
File size:3.3 Mb
Publish Date: 2008-11-06
ISBN: 069113314X
Pages: 468 pages
File Type: PDF
File Size: 3,3 MB
Other Info: Princeton University Press
   Programming Modeling with Data: Tools and Techniques for Scientific Computing

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Ben Klemens “Modeling with Data: Tools and Techniques for Scientific Computing"

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, and the 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.



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