plot.hcdf_bivar

Plots the hcdf_bivar object as output by the hcdf function when evaluated
on a hermite_estimator_bivar 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_bivar function

<dl><dt>x</dt>
<dd>A hcdf_bivar 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>Unused.</dd></dl>

Arguments

Plots the hcdf_bivar object as output by the hcdf function when evaluated
on a hermite_estimator_bivar object. — plot.hcdf_bivar

<dl>

<dt>x</dt>
<dd>A hcdf_bivar 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>Unused.</dd>

</dl>

plot.hcdf_bivar: Plots the hcdf_bivar object as output by the hcdf function when evaluated on a hermite_estimator_bivar object.

Description

Usage

Arguments