X2Y2.sim

This function is used to simulate the data in a scenario with 2 inputs and 2 outputs.

Functions are provided to determine production frontiers and technical
efficiency measures through non-parametric techniques based upon regression trees.
The package includes code for estimating radial input, output, directional and
additive measures, plotting graphical representations of the scores and the production
frontiers by means of trees, and determining rankings of importance of input variables
in the analysis. Additionally, an adaptation of Random Forest by a set of individual
Efficiency Analysis Trees for estimating technical efficiency is also included. More
details in: <doi:10.1016/j.eswa.2020.113783>.

Miriam Esteve

Efficiency Analysis Trees

Víctor España

Juan Aparicio

Xavier Barber

X2Y2.sim function

<dl><dt>N</dt>
<dd>Sample size.</dd>
<dt>border</dt>
<dd>Percentage of DMUs in the frontier.</dd>
<dt>noise</dt>
<dd>Random noise.</dd></dl>

Arguments

2 Inputs &amp; 2 Outputs Data Generation — X2Y2.sim

<dl>

<dt>N</dt>
<dd>Sample size.</dd>


<dt>border</dt>
<dd>Percentage of DMUs in the frontier.</dd>


<dt>noise</dt>
<dd>Random noise.</dd>

</dl>

X2Y2.sim: 2 Inputs & 2 Outputs Data Generation

Description

Usage

Value

Arguments