Package gov.nih.mipav.model.algorithms

Class GaussianMixtureModelsIncompleteSamples.GMM

    • Field Summary

      Fields 
      Modifier and Type Field Description
      (package private) double[] amp  
      (package private) double[][][] covar  
      (package private) int D  
      (package private) int K  
      (package private) double[][] mean  

    • Constructor Summary

      Constructors 
      Constructor Description
      GMM​(int K, int D)  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      double[] _call_​(double[][] coords, double[][][] cov, boolean as_log)  
      double[][] draw​(int size, java.util.Random rng)  
      double[] logL​(double[][] coords, double[][][] cov)  
      double[] logL_k​(int k, double[][] coords, double[][][] cov, boolean chi2_only)  

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Field Detail

      • K

        int K

      • D

        int D

      • amp

        double[] amp

      • mean

        double[][] mean

      • covar

        double[][][] covar

    • Constructor Detail

      • GMM

        public GMM​(int K,
           int D)

    • Method Detail

      • draw

        public double[][] draw​(int size,
                       java.util.Random rng)

      • _call_

        public double[] _call_​(double[][] coords,
                       double[][][] cov,
                       boolean as_log)

      • logL

        public double[] logL​(double[][] coords,
                     double[][][] cov)

      • logL_k

        public double[] logL_k​(int k,
                       double[][] coords,
                       double[][][] cov,
                       boolean chi2_only)