Download pdf Modeling with Data : Tools and Techniques for Scientific Computing
Download pdf Modeling with Data : Tools and Techniques for Scientific Computing
---------------------------------------------------------------
Author: Ben Klemens
Number of Pages: 472 pages
Published Date: 26 Oct 2008
Publisher: Princeton University Press
Publication Country: New Jersey, United States
Language: English
ISBN: 9780691133140
File Name: Modeling.with.Data.Tools.and.Techniques.for.Scientific.Computing.pdf
Download Link: 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. 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.
Read online Modeling with Data : Tools and Techniques for Scientific Computing Buy and read online Modeling with Data : Tools and Techniques for Scientific Computing Download and read Modeling with Data : Tools and Techniques for Scientific Computing for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Modeling with Data : Tools and Techniques for Scientific Computing ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
Modeling with Data : Tools and Techniques for Scientific Computing .Ben Klemens
Author: Ben Klemens
Number of Pages: 472 pages
Published Date: 26 Oct 2008
Publisher: Princeton University Press
Publication Country: New Jersey, United States
Language: English
ISBN: 9780691133140
File Name: Modeling.with.Data.Tools.and.Techniques.for.Scientific.Computing.pdf
Download Link: 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. 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.
Read online Modeling with Data : Tools and Techniques for Scientific Computing Buy and read online Modeling with Data : Tools and Techniques for Scientific Computing Download and read Modeling with Data : Tools and Techniques for Scientific Computing for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Modeling with Data : Tools and Techniques for Scientific Computing ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent