plot.hcdf_univar

Plots the hcdf_univar object as output by the hcdf function when evaluated
on a hermite_estimator_univar object.

Facilitates estimation of full univariate and bivariate
probability density functions and cumulative distribution functions along with
full quantile functions (univariate) and nonparametric correlation
(bivariate) using Hermite series based estimators. These estimators are
particularly useful in the sequential setting (both stationary and
non-stationary) and one-pass batch estimation setting for large data sets.
Based on: Stephanou, Michael, Varughese, Melvin and Macdonald, Iain. "Sequential quantiles via Hermite series density estimation." Electronic Journal of Statistics 11.1 (2017): 570-607 <doi:10.1214/17-EJS1245>,
Stephanou, Michael and Varughese, Melvin. "On the properties of Hermite series based distribution function estimators." Metrika (2020) <doi:10.1007/s00184-020-00785-z> and Stephanou, Michael and Varughese, Melvin. "Sequential estimation of Spearman rank correlation using Hermite series estimators." Journal of Multivariate Analysis (2021) <doi:10.1016/j.jmva.2021.104783>.

Michael Stephanou

hermiter

Efficient Sequential and Batch Estimation of Univariate and
Bivariate Probability Density Functions and Cumulative
Distribution Functions along with Quantiles (Univariate) and
Nonparametric Correlation (Bivariate)

Melvin Varughese

plot.hcdf_univar function

<dl><dt>x</dt>
<dd>A hcdf_univar object.</dd>
<dt>main</dt>
<dd>A string, title for plot.</dd>
<dt>xlab</dt>
<dd>A string, x label for plot.</dd>
<dt>ylab</dt>
<dd>A string, y label for plot.</dd>
<dt>...</dt>
<dd>Additional parameters for plotting.</dd></dl>

Arguments

Plots the hcdf_univar object as output by the hcdf function when evaluated
on a hermite_estimator_univar object. — plot.hcdf_univar

<dl>

<dt>x</dt>
<dd>A hcdf_univar object.</dd>


<dt>main</dt>
<dd>A string, title for plot.</dd>


<dt>xlab</dt>
<dd>A string, x label for plot.</dd>


<dt>ylab</dt>
<dd>A string, y label for plot.</dd>


<dt>...</dt>
<dd>Additional parameters for plotting.</dd>

</dl>

plot.hcdf_univar: Plots the hcdf_univar object as output by the hcdf function when evaluated on a hermite_estimator_univar object.

Description

Usage

Arguments