mixtureOfUniforms

Get a mixture of uniform (AKA tophat) distributions of size 'kernelSize' centered in the points 'kernelPositions'.

internal

A framework with tools to compare two random variables via stochastic dominance. See the README.md at <https://github.com/EtorArza/RVCompare> for a quick start guide. It can compute the Cp and Cd of two probability distributions and the Cumulative Difference Plot as explained in E. Arza (2022) <doi:10.1080/10618600.2022.2084405>. Uses bootstrap or DKW-bounds to compute the confidence bands of the cumulative distributions. These two methods are described in B. Efron. (1979) <doi:10.1214/aos/1176344552> and P. Massart (1990) <doi:10.1214/aop/1176990746>.

Etor Arza

RVCompare

Compare Real Valued Random Variables

mixtureOfUniforms function

<dl><dt>kernelPositions</dt>
<dd>an array of real values that decribe the positions of the kernels.</dd>
<dt>kernelSize</dt>
<dd>The size of the uniform kernel: a positive float.</dd></dl>

Arguments

Get a mixture of uniform (AKA tophat) distributions of size 'kernelSize' centered in the points 'kernelPositions'. — mixtureOfUniforms

<dl>

<dt>kernelPositions</dt>
<dd>an array of real values that decribe the positions of the kernels.</dd>


<dt>kernelSize</dt>
<dd>The size of the uniform kernel: a positive float.</dd>

</dl>

mixtureOfUniforms: Get a mixture of uniform (AKA tophat) distributions of size 'kernelSize' centered in the points 'kernelPositions'.

Description

Usage

Value

Arguments