Man pages for nwakim/nwREM
Implementation of an L0 penalized mvGMM EM algorithm
| createCovs | Simulate the array of covariance parameters for the... |
| createMixProp | Simulate the mixing proportions for the Gaussian mixture... |
| createMus | Simulate the centers for each Gaussian in the mutlivariate... |
| dmvnrm_arma | Function to evaluate likelihood or log-likelihood of... |
| em_alg_GMM | Implements the EM algorithm on mvGMM data |
| emControl_fn | This is an Rcpp implementation of the emControl function from... |
| em.mv.gmm | E-M Algorithm for Multivariate Gaussian Mixture Model // HL |
| hc_fn | This is an Rcpp implementation of the hc function from the... |
| Mahalanobis | Function to calculate the Mahalanobis distance. Credit: Rcpp... |
| Mclust_fn | Implements the Mclust() function from library mclust. |
| mv.dnorm | Function to evaluate likelihoods under multivariate normal //... |
| nwREM-package | Implementation of an L0 penalized mvGMM EM algorithm |
| plot_kmeans | Function to plot the cluster assignment from the k-means... |
| plot_robust_EM | Function to plot the cluster assignment from the robust EM... |
| plot_standard_EM | Function to plot the cluster assignment from the standard EM... |
| simMultiGauss | Simulate Random Samples from Multivariate Gaussian Mixture... |
