IQR                     Estimates the Interquartile range (IQR)
IQR.default             Estimates the Interquartile range (IQR)
IQR.hermite_estimator_univar
                        Estimates the Interquartile range (IQR)
cor                     A wrapper around the stats::cor function adding
                        two additional methods, namely method =
                        "hermite.spearman" and method =
                        "hermite.kendall" (can be abbreviated). The
                        input parameters and output value semantics
                        closely match the stats::cor method for easy
                        interchange. If neither the "hermite.spearman"
                        nor the "hermite.kendall" method is selected,
                        then this function will call stats::cor with
                        the arguments provided.
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
density.hermite_estimator_bivar
                        Creates an object summarizing the bivariate PDF
                        with associated generic methods print and plot.
density.hermite_estimator_univar
                        Creates an object summarizing the PDF with
                        associated generic methods print and plot.
gauss_hermite_quad_100
                        Calculates \int_{-Inf}^{Inf} f(x) e^{-x^2} dx
                        using Gauss-Hermite quadrature with 100 terms.
hcdf                    Creates an object summarizing the CDF with
                        associated generic methods print, plot and
                        summary.
hcdf.hermite_estimator_bivar
                        Creates an object summarizing the bivariate CDF
                        with associated generic methods print, plot and
                        summary.
hcdf.hermite_estimator_univar
                        Creates an object summarizing the CDF with
                        associated generic methods print, plot and
                        summary.
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
median.hermite_estimator_univar
                        Estimates the median
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
plot.hcdf_bivar         Plots the hcdf_bivar object as output by the
                        hcdf function when evaluated on a
                        hermite_estimator_bivar object.
plot.hcdf_univar        Plots the hcdf_univar object as output by the
                        hcdf function when evaluated on a
                        hermite_estimator_univar object.
plot.hdensity_bivar     Plots the hdensity_bivar object as output by
                        the density function when evaluated on a
                        hermite_estimator_bivar object.
plot.hdensity_univar    Plots the hdensity_univar object as output by
                        the density function when evaluated on a
                        hermite_estimator_univar object.
print.hcdf_bivar        Prints the hcdf_bivar object as output by the
                        hcdf function when evaluated on a
                        hermite_estimator_bivar object.
print.hcdf_univar       Prints the hcdf_univar object as output by the
                        hcdf function when evaluated on a
                        hermite_estimator_univar object.
print.hdensity_bivar    Prints the hdensity_bivar object as output by
                        the density function when evaluated on a
                        hermite_estimator_bivar object.
print.hdensity_univar   Prints the hdensity_univar object as output by
                        the density function when evaluated on a
                        hermite_estimator_univar object.
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
quantile.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.hcdf_bivar      Summarizes the hcdf_bivar object as output by
                        the hcdf function when evaluated on a
                        hermite_estimator_bivar object.
summary.hcdf_univar     Summarizes the hcdf_univar object as output by
                        the hcdf function when evaluated on a
                        hermite_estimator_univar object.
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
