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_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_function_sum_serial
                        Outputs the sum of orthonormal Hermite
                        functions
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
                        Nonparametric Correlation (Bivariate)
initialize_batch_bivar
                        Initializes the Hermite series based estimator
                        with a batch of data
initialize_batch_univar
                        Initializes the Hermite series based estimator
                        with a batch of data
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_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
