Logo

Modeling with Data: Tools and Techniques for Scientific Computing

Large book cover: Modeling with Data: Tools and Techniques for Scientific Computing

Modeling with Data: Tools and Techniques for Scientific Computing
by

Publisher: Princeton University Press
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

Book cover: From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer ScienceFrom Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science
by - University of California, Davis
The materials here form a textbook for a course in mathematical probability and statistics for computer science students. Computer science examples are used throughout, in areas such as: computer networks; data and text mining; computer security...
(5767 views)
Book cover: The Nature of Code: Simulating Natural Systems with ProcessingThe Nature of Code: Simulating Natural Systems with Processing
by - 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.
(8596 views)
Book cover: Modelling and SimulationModelling and Simulation
by - InTech
This book collects research studies concerning modeling and simulation of physical systems in a very wide range of applications: micro-electro-mechanical systems, measurement instrumentations, catalytic reactors, biomechanical applications, etc.
(11638 views)
Book cover: Computer Simulation Techniques - The Definitive IntroductionComputer Simulation Techniques - The Definitive Introduction
by - NC State University
The generation of pseudo-random numbers, the generation of stochastic variates, simulation designs, estimation techniques for analyzing endogenously created data, validation of a simulation model, variance reduction techniques, etc.
(12506 views)