{"product_id":"modeling-with-data-tools-and-techniques-for-scientific-computing-9780691133140","title":"Modeling with Data: Tools and Techniques for Scientific Computing","description":"\u003cp\u003eModeling 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. Klemenss 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.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":45652392640565,"sku":"ByrdShop_069113314X","price":75.17,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9780691133140.jpg?v=1781851390","url":"https:\/\/atxbooks.com\/products\/modeling-with-data-tools-and-techniques-for-scientific-computing-9780691133140","provider":"ATX Books","version":"1.0","type":"link"}