Mixture Model Reporting
See Details for a description of the individual functions.
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an object of class
These functions provide convenience reporting for objects of class
assignment returns the vector of most probable component assignments;
design returns the design matrix, that is, a binary matrix of which the (n,k)th element is 1 if the nth datum is assigned to component k, otherwise 0;
iter returns the number of iterations used to fit the model;
posterior returns the posterior probability matrix;
stats returns a vector of model statistics. Note that in the case of
mdmixmod objects, “components” refers here to the top-level classification, that is, Y_0.
A numeric matrix, vector, or scalar.
mdmixmod for model details;
likelihood for likelihood-specific model reporting;
rocinfo for ROC curves on models.
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