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A Graphical User Interface to Generalized Linear Models in MATLAB

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  • Dunn, Peter

Abstract

Generalized linear models unite a wide variety of statistical models in a common theoretical framework. This paper discusses GLMLAB-software that enables such models to be fitted in the popular mathematical package MATLAB. It provides a graphical user interface to the powerful MATLAB computational engine to produce a program that is easy to use but with many features, including offsets, prior weights and user-defined distributions and link functions. MATLAB's graphical capacities are also utilized in providing a number of simple residual diagnostic plots.

Suggested Citation

  • Dunn, Peter, 1999. "A Graphical User Interface to Generalized Linear Models in MATLAB," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 4(i04).
    • Handle: RePEc:jss:jstsof:v:004:i04
    DOI: http://hdl.handle.net/10.18637/jss.v004.i04
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