cum_prob                Estimates the cumulative probability at one or
                        more x values
cum_prob.hermite_estimator_bivar
                        Estimates the cumulative probabilities for a
                        matrix of 2-d x values
cum_prob.hermite_estimator_univar
                        Estimates the cumulative probability for a
                        vector of x values
dens                    Estimates the probability density at one or
                        more x values
dens.hermite_estimator_bivar
                        Estimates the probability densities for a
                        matrix of 2-d x values
dens.hermite_estimator_univar
                        Estimates the probability density for a vector
                        of x values
gauss_hermite_quad_100
                        Calculates \int_{-Inf}^{Inf} f(x) e^{-x^2} dx
                        using Gauss-Hermite quadrature with 100 terms.
hermite_estimator       A class to sequentially estimate univariate and
                        bivariate pdfs and cdfs along with quantile
                        functions in the univariate setting and
                        nonparametric correlations in the bivariate
                        setting.
hermite_estimator_bivar
                        A class to sequentially estimate bivariate
                        pdfs, cdfs and nonparametric correlations
hermite_estimator_univar
                        A class to sequentially estimate univariate
                        pdfs, cdfs and quantile functions
hermite_function        Outputs orthonormal Hermite functions
hermite_function_N      Convenience function to output orthonormal
                        Hermite functions The method calculates the
                        orthonormal Hermite functions, h_k(x) from
                        k=0,...,N for the vector of values, x.
hermite_function_sum    Outputs the sum of orthonormal Hermite
                        functions
hermite_function_sum_N
                        Convenience function to output the sum of
                        orthonormal Hermite functions The method
                        calculates the sum of orthonormal Hermite
                        functions, sum_{i} h_k(x_{i}) from k=0,...,N
                        for the vector of values, x.
hermite_int_full        Convenience function to output the integral of
                        the orthonormal Hermite functions on the full
                        domain
hermite_int_full_domain
                        Outputs integral of the orthonormal Hermite
                        functions on the full domain
hermite_int_lower       Convenience function to output a definite
                        integral of the orthonormal Hermite functions
hermite_int_upper       Convenience function to output a definite
                        integral of the orthonormal Hermite functions
hermite_integral_val    Outputs lower integral of the orthonormal
                        Hermite functions
hermite_integral_val_upper
                        Outputs upper integral of the orthonormal
                        Hermite functions
hermite_normalization   Outputs Hermite normalization factors
hermite_normalization_N
                        Convenience function to output Hermite
                        normalization factors
hermite_polynomial      Outputs physicist version of Hermite
                        Polynomials
hermite_polynomial_N    Convenience function to output physicist
                        Hermite polynomials The method calculates the
                        physicist version of Hermite polynomials,
                        H_k(x) from k=0,...,N for the vector of values,
                        x.
hermiter-package        Efficient Sequential and Batch Estimation of
                        Univariate and Bivariate Probability Density
                        Functions and Cumulative Distribution Functions
                        along with Quantiles (Univariate) and
                        Spearman's Correlation (Bivariate)
kendall                 Estimates the Kendall rank correlation
                        coefficient
kendall.hermite_estimator_bivar
                        Estimates the Kendall rank correlation
                        coefficient
merge_hermite           Merges a list of Hermite estimators
merge_hermite_bivar     Merges a list of bivariate Hermite estimators
merge_hermite_univar    Merges a list of Hermite estimators
merge_moments_and_count_bivar
                        Internal method to consistently merge the
                        number of observations, means and variances of
                        two bivariate Hermite estimators
merge_moments_and_count_univar
                        Internal method to consistently merge the
                        number of observations, means and variances of
                        two Hermite estimators
merge_pair              Merges two Hermite estimators
merge_pair.hermite_estimator_bivar
                        Merges two bivariate Hermite estimators
merge_pair.hermite_estimator_univar
                        Merges two Hermite estimators
merge_standardized_helper_bivar
                        Internal method to merge a list of standardized
                        bivariate Hermite estimators
merge_standardized_helper_univar
                        Internal method to merge a list of standardized
                        Hermite estimators
print.hermite_estimator_bivar
                        Prints bivariate hermite_estimator object.
print.hermite_estimator_univar
                        Prints univariate hermite_estimator object.
quant                   Estimates the quantiles at a vector of
                        probability values
quant.hermite_estimator_univar
                        Estimates the quantiles at a vector of
                        probability values
spearmans               Estimates the Spearman's rank correlation
                        coefficient
spearmans.hermite_estimator_bivar
                        Estimates the Spearman's rank correlation
                        coefficient
standardizeInputs       Standardizes the observation x and updates the
                        online moment inputs
standardizeInputsEW     Standardizes the observation x and updates the
                        online moment inputs
summary.hermite_estimator_bivar
                        Summarizes bivariate hermite_estimator object.
summary.hermite_estimator_univar
                        Summarizes univariate hermite_estimator object.
update_batch            Updates the Hermite series based estimator with
                        a batch of data
update_batch.hermite_estimator_bivar
                        Updates the Hermite series based estimator with
                        a batch of data
update_batch.hermite_estimator_univar
                        Updates the Hermite series based estimator with
                        a batch of data
update_sequential       Updates the Hermite series based estimator
                        sequentially
update_sequential.hermite_estimator_bivar
                        Updates the Hermite series based estimator
                        sequentially
update_sequential.hermite_estimator_univar
                        Updates the Hermite series based estimator
                        sequentially
