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Computational Statistics in MATLAB®

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Abstract In this article, I provide an introduction to MATLAB and briefly explore how it can be used to implement methods in computational statistics. The article starts with an overview of the MATLAB computing environment. This is followed by a discussion of data constructs, syntax, and programming capabilities. I then introduce the reader to visualization techniques and provide some examples. I conclude with a description of relevant commercial MATLAB toolboxes and web addresses for some free toolboxes that would interest the reader. WIREs Comp Stat 2011 3 69–74 DOI: 10.1002/wics.138 This article is categorized under: Algorithms and Computational Methods > Computer Graphics Data: Types and Structure > Categorical Data Software for Computational Statistics > Software/Statistical Software

This is an example of a basic line plot.

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This displays a plot matrix of a data set. The diagonal elements contain histograms of the variables.

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This shows one type of 3‐D plot in MATLAB.

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Software for Computational Statistics > Software/Statistical Software
Data: Types and Structure > Categorical Data
Algorithms and Computational Methods > Computer Graphics

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