BicZ                    Compute the BIC of a given structure
BicZcurve               Curve of the BIC for each possible p2 with a
                        fixed Z and truncature of Z
CVMSE                   Cross validation
CorReg-package          Algorithms for regression with correlated
                        covariates
Estep                   Imputation of missing values knowing alpha (E
                        step of the EM)
MSEZ                    Computes the MSE on the joint distribution of
                        the dataset
MSE_loc                 simple MSE function
OLS                     Ordinary Least Square efficiently computed with
                        SEM for missing values
ProbaZ                  Probability of Z without knowing the dataset.
                        It also gives the exact number of binary
                        nilpotent matrices of size p.
R2Z                     Estimates R2 of each subregression
Terminator              Destructing values to have missing ones
WhoIs                   Give the partition implied by a structure
Winitial                initialization based on a wheight matrix
                        (correlation or other)
Y_generator             Response variable generator with a linear model
cleanYtest              Selection method based on p-values
                        (coefficients)
cleanZ                  clean Z (if BIC improved)
cleanZR2                To clean Z based on R2
cleancolZ               clean Z columns (if BIC improved)
compare_beta            compare signs of the coefficients in two
                        vectors
compare_sign            compare signs of the coefficients in two
                        vectors
compare_struct          To compare structures (Z)
compare_zero            compare 0 values in two vectors
confint_coef            plot and give confidence intervals on the
                        coefficients estimated in a model or for
                        proportions
correg                  Estimates the response variable using a
                        structure
density_estimation      BIC of estimated marginal gaussian mixture
                        densities
fillmiss                Fill the missing values in the dataset
hatB                    Estimates B matrix
matplot_zone            draws matplot with conditionnal background for
                        easier comparison of curves.
mixture_generator       Gaussiam mixture dataset generator with
                        regression between the covariates
readY                   a summary-like function
readZ                   read the structure and explain it
recursive_tree          decision tree in a recursive way
rforge                  Upgrades a package to the lastest version on
                        R-forge
searchZ_sparse          Sparse structure research
showdata                show the missing values of a dataset
structureFinder         MCMC algo to find a structure between the
                        covariates
