| biscalew | biscalew :Robust M-estimates for scale. |
| bisquare | bisquare : Robust estimates for mean. |
| blockMap | Plot the coefficient matrix. |
| calcobj_i | calcobj_i: it calculates the objective function |
| CCLE_data | RobMixReg package built-in CCLE data. |
| colon_data | RobMixReg package built-in Colon cancer data. |
| compPlot | The plot wrapper function. |
| Compute_Rbase_SVD | Compute the row space using SVD. |
| CSMR | The main function of the RBSL algorithm. |
| CSMR_one | Perform the RBSL algorithm one times. |
| CSMR_predict | The predict function of the CSMR algorithm. |
| CSMR_train | The train function of the CSMR algorithm. |
| CTLERob-methods | CTLERob: Robust mixture regression based on component-wise... |
| denLp | denLp : Density function for Laplace distribution. |
| DeOut | DeOut : Detect outlier observations. |
| dmnorm | dmnorm: multivariate normal density function |
| estimClustPar_i | estimClustPar_i: see original CWM method |
| findClustAssig_i | findClustAssig_i: it obtains the assigment corresponding to... |
| flexmix_2 | flexmix_2: Multiple runs of MLE based mixture regression to... |
| gaussData | RobMixReg package built-in gaussian example data. |
| getini | getini: see original CWM method |
| InitClusters_i | InitClusters_i: see original CWM method |
| lars.lsa | lars variant for LSA. |
| logLik_mixtureReg | Obtain Log-likelihood from a mixtureReg Object |
| lsa | Least square approximation. This version Oct 19, 2006. |
| mixlinrb_bi-methods | mixlinrb_bi: mixlinrb_bione estimates the mixture regression... |
| mixlinrb_bione | mixlinrb_bione : mixlinrb_bione estimates the mixture... |
| mixLp-methods | mixLp : mixLp_one estimates the mixture regression parameters... |
| mixLp_one | mixLp_one : mixLp_one estimates the mixture regression... |
| mixtureReg | Function to Fit Mixture of Regressions |
| MLM | The main function of mining the latent relationship among... |
| MLM_bic | Model selection function for low dimension data. |
| MLM_cv | Cross validation (fold-5) function for high dimension data. |
| orderedLines | Sort by X Coordinates and Add Line to a Plot |
| plot_CTLE-methods | plot_CTLE: Plot the mixture/single regression line(s) in a... |
| plot_mixtureReg | Plot Fit and Mixing Probability of a mixtureReg Object |
| plot_mixtureRegList | Plot a List of mixtureReg Objects |
| Rec_Lm | Adaptive lasso. |
| restr2_eigenv | restr2_eigenv: see original CWM method |
| restr.diffax_i1 | restr.diffax_i1: see original CWM method |
| restr.diffax_i2 | restr.diffax_i2: see original CWM method |
| rmr | The main function of Robust Mixture Regression using five... |
| RobMixReg-class | Class RobMixReg. |
| simuData | RobMixReg package built-in simulated example data. |
| simu_data_sparse | Simulate high dimension data for RBSL algorithm validation. |
| simu_func | The simulation function for low/high dimensional space. |
| simu_low | The simulation function for low dimensional space. |
| ssclmat | ssclmat: see original CWM method |
| TLE-methods | TLE: robust mixture regression based on trimmed likelihood... |
| TreatSingularity | TreatSingularity: see original CWM method |
| trim.cwm | trim.cwm: main function |
