ahm                     This is one of the main functions. The function
                        ahm computes the proposed additive heredity
                        model.
check_col_correlation   Check column correlations
coating                 Photoresist-coating experiment data
coef.ahm                Coefficient method for the fitted ahm object
coef.cv.ahm             Coefficient method for the fitted cv.ahm object
compute_aicc            compute AICc
cv.ahm                  This is one of the main functions. It perform
                        the cross validation on ahm models to select
                        the optimal setting of hyper parameter h
design_simplex_centroid_design_3_major_component
                        Design points for the simplex centroid design
                        with 3 components
enlist                  Create a list
expand_interactions     Expand the interaction terms for each subset
                        group, say x11, x12, or c1, c2, c3
find_condition_num      Compute the conditional number of design matrix
mapping_function        Mapping_function is a function to add the
                        functional coefficients of major components in
                        front of minor components terms
mymaximin               The mymaximin function generates the matrix of
                        maximin design points. It uses the simplex
                        centroid design as the base design, then in a
                        stochastics way sample the candidate design
                        points generated by the function partition.
predict.ahm             Predict method for the fitted ahm object
predict.cv.ahm          Predict method for the fitted cv.ahm object
pringles_candidates2search
                        The candidate search points in the nonlinear
                        optimization for the optimal value in the
                        Pringles experiment
pringles_fat            Pringles experiment data set with the percent
                        of Fat as the response
pringles_hardness       Pringles experiment data set with the Hardness
                        as the response
summary.ahm             Summary method for the fitted ahm object
