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Mastering Scientific Computing with R

You're reading from   Mastering Scientific Computing with R Employ professional quantitative methods to answer scientific questions with a powerful open source data analysis environment

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Product type Paperback
Published in Jan 2015
Publisher
ISBN-13 9781783555253
Length 432 pages
Edition 1st Edition
Languages
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Toc

Table of Contents (12) Chapters Close

Preface 1. Programming with R 2. Statistical Methods with R FREE CHAPTER 3. Linear Models 4. Nonlinear Methods 5. Linear Algebra 6. Principal Component Analysis and the Common Factor Model 7. Structural Equation Modeling and Confirmatory Factor Analysis 8. Simulations 9. Optimization 10. Advanced Data Management Index

The adsorption and body measures datasets


In this section, we will use two datasets:

  • The adsorption dataset (adsorption.txt) is available for download at http://scholar.harvard.edu/gerrard/mastering-scientific-computation-r. This data is designed to represent the proportion of a solid surface to which gas is bound at 50 different pressure readings. It contains four variables:

    • P is the pressure at which measurements were taken

    • T1, T2, and T3 are the proportions of the solid covered in gas at temperatures 1, 2, and 3

  • Anthropometric data obtained from the Centers for Disease Control's National Health and Nutrition Examination Survey, 2011-2012, provided as a comma-separated values (CSV) file is available for download at http://scholar.harvard.edu/gerrard/mastering-scientific-computation-r. This dataset has been cleaned and processed for use and contains 8,602 individuals and four variables:

    • Gender (1 is for male, 2 is for female)

    • Age

    • Height

    • Weight

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