Modeling with Data

Modeling with Data
Author :
Publisher : Princeton University Press
Total Pages : 471
Release :
ISBN-10 : 9781400828746
ISBN-13 : 1400828740
Rating : 4/5 (740 Downloads)

Book Synopsis Modeling with Data by : Ben Klemens

Download or read book Modeling with Data written by Ben Klemens and published by Princeton University Press. This book was released on 2008-10-06 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Modeling with Data Related Books

Modeling with Data
Language: en
Pages: 471
Authors: Ben Klemens
Categories: Mathematics
Type: BOOK - Published: 2008-10-06 - Publisher: Princeton University Press

GET EBOOK

Modeling with Data fully explains how to execute computationally intensive analyses on very large data sets, showing readers how to determine the best methods f
Semantic Modeling for Data
Language: en
Pages: 330
Authors: Panos Alexopoulos
Categories: Computers
Type: BOOK - Published: 2020-08-19 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and
Modeling and Data Analysis: An Introduction with Environmental Applications
Language: en
Pages: 323
Authors: John B. Little
Categories: Environmental sciences
Type: BOOK - Published: 2019-03-28 - Publisher: American Mathematical Soc.

GET EBOOK

Can we coexist with the other life forms that have evolved on this planet? Are there realistic alternatives to fossil fuels that would sustainably provide for h
Applied Statistical Modeling and Data Analytics
Language: en
Pages: 250
Authors: Srikanta Mishra
Categories: Science
Type: BOOK - Published: 2017-10-27 - Publisher: Elsevier

GET EBOOK

Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern
The Data Model Resource Book, Volume 1
Language: en
Pages: 572
Authors: Len Silverston
Categories: Computers
Type: BOOK - Published: 2011-08-08 - Publisher: John Wiley & Sons

GET EBOOK

A quick and reliable way to build proven databases for core business functions Industry experts raved about The Data Model Resource Book when it was first publi