|Title:||A Graphical User Interface to Generalized Linear Models in MATLAB|
|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.|
Page views:: 8002. Submitted: 1998-04-27. Published: 1999-07-12.
A Graphical User Interface to Generalized Linear Models in MATLAB
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