Man pages for CorReg
Linear Regression Based on Linear Structure Between Variables
| BicZ | Compute the BIC of a given structure |
| BoxPlot | Boxplot with confidence interval and ANOVA on the plot. |
| cleanZ | clean the structure of correlations Z (if BIC improved) |
| cleanZtest | Clean Z's columns based on p-values (coefficients or global) |
| compare_struct | To compare sub-regression structures |
| Conan | Removes missing values (rows and column to obtain a large... |
| correg | Linear regression using CorReg's method, with variable... |
| CorReg-package | Quick tutorial for CorReg package |
| CVMSE | Cross validation |
| density_estimation | BIC of estimated marginal gaussian mixture densities |
| Hist | Histograms with clusters |
| matplot_zone | Matplot with curves comparison by background colors. |
| mixture_generator | Gaussian mixtures dataset generator with regression between... |
| MSE_loc | Simple MSE function |
| naive_model | How would it be if we were naive ? |
| Numeric_Only | To clean non numeric values in a vector |
| ProbaZ | Probability of Z without knowing the dataset. It also gives... |
| purge_values | Replaces unwanted values by NAs |
| readZ | read the structure and explain it |
| recursive_tree | decision tree in a recursive way |
| report_MSE | Quickly reports some MSE |
| showdata | To show the missing values of a dataset |
| structureFinder | MCMC algorithm to find a structure between the covariates |
| Terminator | Destructing values to have missing ones |
