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Two-Dimensional Examples of CatSIM2 years ago
Introduction to CatSIM | How CatSIM works | Constructing a binary illustration | Constructing a multiclass example | Computing Image Similarity | CatSIM options | Advanced Functionality | References
Discriminant Analysis for Matrix Variate Distributions2 years ago
Details of the modeling choices | Classification Rule | Matrix Variate Normal Populations | Estimated Minimum ECM Rule for Two Matrix Variate Normal Populations | How to classify based on this: | If there are equal covariances: | Generalizing to multiple classes | Structure of the objects | Session info | All the code for easy copying
Matrix Variate Normal Distributions with MixMatrix2 years ago
Matrix Variate Distributions | Matrix Variate Normal Distributions | Parameter estimation for matrix variate normal distributions | Session Information | All the code for easy copying | References
ML estimation of the Matrix Variate t Distribution2 years ago
Estimation of the Matrix Variate t Distribution | E-step | CM Steps | Applications and results | With $\nu$ known | With $\nu$ unknown | Use for classification | Session info | All the code for easy copying | References
Matrix Variate Mixture Models with the t distribution2 years ago
Matrix Variate Mixture Modeling with the $t$ Distribution | Usage | matrixmixture function | Initialization function | Session Information | All the code for easy copying | References
Some Distributions Related to the Wishart8 years ago
How the Wishart distribution works | The Inverse Wishart distribution | The Pseudo-Wishart and Generalized Inverse Wishart | Density computation | Other functions | References