Man pages for merkys/MixtureFitting
Fitting of Univariate Mixture Distributions to Data using Various Approaches
| abs_convergence | Absolute Convergence Check. |
| bhattacharyya_dist | Bhattacharyya distance for univariate Gaussian distributions. |
| bic | Bayesian Information Criterion (BIC) |
| cmm_fit_em | Estimate Cauchy Mixture parameters using Expectation... |
| cmm_fit_hwhm_spline_deriv | Estimate Cauchy Mixture Parameters Using Derivatives and... |
| cmm_init_vector | Estimate Cauchy Mixture parameters using Expectation... |
| cmm_init_vector_kmeans | Estimate Cauchy Mixture parameters using Expectation... |
| cmm_intersections | Intersections of Two Cauchy Distributions |
| dcgmm | Density of The Cauchy-Gaussian Distribution |
| dcmm | Density of The Cauchy Mixture Distribution |
| dgmm | The Gaussian Mixture Distribution |
| digamma_approx | Calculate Approximate Value of The Digamma Function. |
| ds | Density of The Student's t Model |
| dsmm | Density of The Student's t Mixture Model |
| dvmm | Density of The von Mises Mixture Model. |
| gmm_fit_em | Estimate Gaussian Mixture parameters using Expectation... |
| gmm_fit_hwhm | Estimate Gaussian Mixture Parameters Using Half-Width at... |
| gmm_fit_hwhm_spline_deriv | Estimate Gaussian Mixture Parameters Using Derivatives and... |
| gmm_fit_kmeans | Estimate Gaussian Mixture parameters from kmeans. |
| gmm_init_vector | Estimate Gaussian Mixture parameters using Expectation... |
| gmm_init_vector_kmeans | Estimate Gaussian Mixture parameters using Expectation... |
| gmm_init_vector_quantile | Estimate Gaussian Mixture parameters using Expectation... |
| gmm_intersections | Intersections of Two Gaussian Distributions |
| gmm_merge_components | Merge two Gaussian components into one. |
| gmm_size_probability | The Gaussian Mixture Distribution |
| gmm_size_probability_nls | The Gaussian Mixture Distribution |
| gradient_descent | Gradient Descent |
| kldiv | Kullback-Leibler Divergence of _i_th Student's t Mixture... |
| kmeans_circular | K-Means Clustering for Points on Circle |
| llcmm | Log-likelihood for Cauchy Mixture |
| llgmm | Log-likelihood for Gaussian Mixture |
| llgmm_conservative | Log-likelihood for Gaussian Mixture |
| llgmm_opposite | Opposite Log-likelihood for Gaussian Mixture |
| llsmm | Log-likelihood for Student's t Mixture |
| llvmm | Log-likelihood for von Mises Mixture |
| llvmm_opposite | Opposite Log-likelihood for von Mises Mixture |
| mk_fit_images | Mixture Distribution Modeling |
| plot_circular_hist | Mixture Distribution Modeling |
| plot_density | Mixture Distribution Modeling |
| polyroot_NR | Find one real polynomial root using Newton-Raphson method. |
| pssd | Penalized Sum of Squared Differences Using Gaussian Mixture... |
| pssd_gradient | Penalized Sum of Squared Differences Using Gaussian Mixture... |
| ratio_convergence | Ratio Convergence Check. |
| rcmm | Random Sample of The Cauchy Mixture Distribution |
| rgmm | Random Sample of the Gaussian Mixture Distribution |
| rsimplex_start | Nelder-Mead's Simplex Method for Function Minimization. |
| rvmm | Random Sample of the von Mises Mixture Model. |
| s_fit_primitive | Estimate Student's t distribution parameters using Batch... |
| simplex | Nelder-Mead's Simplex Method for Function Minimization. |
| smm_fit_em | Estimate Student's t Mixture parameters using Expectation... |
| smm_fit_em_APK10 | Estimate Student's t Mixture parameters using Expectation... |
| smm_fit_em_CWL04 | Greedily estimate Student's t Mixture parameters using... |
| smm_fit_em_GNL08 | Estimate Student's t Mixture parameters using Expectation... |
| smm_init_vector | Estimate Student's t Mixture parameters using Expectation... |
| smm_init_vector_kmeans | Estimate Student's t Mixture parameters using Expectation... |
| smm_split_component | Split a component of Student's t-distribution in two. |
| ssd | Sum of Squared Differences Using Gaussian Mixture... |
| ssd_gradient | Sum of Squared Differences Using Gaussian Mixture... |
| vmm_fit_em | Estimate von Mises Mixture parameters using Expectation... |
| vmm_fit_em_by_diff | Estimate von Mises Mixture parameters using Expectation... |
| vmm_fit_em_by_ll | Estimate von Mises Mixture parameters using Expectation... |
| vmm_init_vector | Estimate von Mises Mixture parameters using Expectation... |
| wmedian | Calculate Weighted Median. |
