Integrate and Classify Normal Distributions
Updated 13 May 2021
Matlab toolbox to integrate normal (Gaussian) distributions in any dimensions with any parameters within any domain, compute pdf/cdf/inverse cdf of any function of a normal vector, and compute quantities concerning classification performance among two or more multinormals, such as error matrix and discriminability d'.
Abhranil Das, Center for Perceptual Systems, The University of Texas at Austin.
Bugs/comments/questions/suggestions to email@example.com.
If you use this code, please cite: A method to integrate and classify normal distributions.
Within Matlab's Home tab, select Add-Ons > Get Add-Ons > Search for 'Integrate and classify normal distributions' and install.
After installation, begin with the Getting Started live script, or at any time, go to Home tab > Add-Ons > Manage Add-Ons > Click the three dots next to this toolbox > View Getting Started Guide.
For function help, type:
doc integrate_normal doc classify_normals doc classify_normals_multi doc norm_fun_cdf doc norm_fun_pdf doc norm_fun_inv
Abhranil Das and Wilson S. Geisler. "A method to integrate and classify normal distributions." arXiv preprint arXiv:2012.14331 (2020).
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