PISAindex

A dataset containing the PISA score in mathematics, reading and science and 13 variables related to the social index by country for 2018.

datasets

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

PISAindex function

A data frame with 72 rows and 18 variables:<dl>
 <dt>Country</dt>
<dd>Country name</dd> <dt>Continent</dt>
<dd>Country continent</dd> <dt>S_PISA</dt>
<dd>PISA score in Science</dd> <dt>R_PISA</dt>
<dd>PISA score in Reading</dd> <dt>M_PISA</dt>
<dd>PISA score in Mathematics</dd> <dt>NBMC</dt>
<dd>Nutritional and Basic Medical Care</dd> <dt>WS</dt>
<dd>Water and Sanitation</dd> <dt>S</dt>
<dd>Shelter</dd> <dt>PS</dt>
<dd>Personal Safety</dd> <dt>ABK</dt>
<dd>Access to Basic Knowledge</dd> <dt>AIC</dt>
<dd>Access to Information and Communication</dd> <dt>HW</dt>
<dd>Health and Wellness</dd> <dt>EQ</dt>
<dd>Environmental Quality</dd> <dt>PR</dt>
<dd>Personal Rights</dd> <dt>PFC</dt>
<dd>Personal Freedom and Choice</dd> <dt>I</dt>
<dd>Inclusiveness</dd> <dt>AAE</dt>
<dd>Access to Advanced Education</dd> <dt>GDP_PPP</dt>
<dd>Gross Domestic Product per capita adjusted by purchasing power parity</dd>
</dl>

Format

PISA score and social index by country — PISAindex

A data frame with 72 rows and 18 variables:<dl>
 <dt>Country</dt>
<dd>Country name</dd>

 <dt>Continent</dt>
<dd>Country continent</dd>

 <dt>S_PISA</dt>
<dd>PISA score in Science</dd>

 <dt>R_PISA</dt>
<dd>PISA score in Reading</dd>

 <dt>M_PISA</dt>
<dd>PISA score in Mathematics</dd>

 <dt>NBMC</dt>
<dd>Nutritional and Basic Medical Care</dd>

 <dt>WS</dt>
<dd>Water and Sanitation</dd>

 <dt>S</dt>
<dd>Shelter</dd>

 <dt>PS</dt>
<dd>Personal Safety</dd>

 <dt>ABK</dt>
<dd>Access to Basic Knowledge</dd>

 <dt>AIC</dt>
<dd>Access to Information and Communication</dd>

 <dt>HW</dt>
<dd>Health and Wellness</dd>

 <dt>EQ</dt>
<dd>Environmental Quality</dd>

 <dt>PR</dt>
<dd>Personal Rights</dd>

 <dt>PFC</dt>
<dd>Personal Freedom and Choice</dd>

 <dt>I</dt>
<dd>Inclusiveness</dd>

 <dt>AAE</dt>
<dd>Access to Advanced Education</dd>

 <dt>GDP_PPP</dt>
<dd>Gross Domestic Product per capita adjusted by purchasing power parity</dd>


</dl>

PISAindex: PISA score and social index by country

Description

Usage

Arguments

Format