Modeling with Data: Tools and Techniques for Scientific Computing
by Ben Klemens
Publisher: Princeton University Press 2009
ISBN/ASIN: 069113314X
ISBN-13: 9780691133140
Number of pages: 470
Description:
The book fully explains how to execute computationally intensive analysis 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. 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.
Download or read it online for free here:
Download link
(4.3MB, PDF)
Similar books
Simulating Humans: Computer Graphics Animation and Controlby N. I. Badler, C. B. Phillips, B. L. Webber - Oxford University Press, USA
This volume presents the problem of providing a surrogate or synthetic human for designers and engineers. The book is intended for engineers interested in understanding how a computer surrogate human can augment their analyses of designed environments.
(23751 views)
The Nature of Code: Simulating Natural Systems with Processingby Daniel Shiffman - The Nature of Code
This book focuses on a range of programming strategies and techniques behind computer simulations of natural systems, from elementary concepts in mathematics and physics to more advanced algorithms that enable sophisticated visual results.
(12210 views)
Understanding Computer Simulationby Roger McHaney - BookBoon
Contents: Introduction to Computer Simulation; Simulation Languages; Applications of Simulation; Starting a Simulation the Right Way; Simulation Quality and Development; Developing a Simulation-Implementation; Case Study: DePorres Tours.
(15479 views)
Simulated Annealingby Cher Ming Tan - IN-TECH
This book provides the readers with the knowledge of Simulated Annealing and its applications in the various branches of engineering. We encourage readers to explore the application of Simulated Annealing in their work for the task of optimization.
(15185 views)