finance

This data set is made up of 216 healthy firms and 212 bankruptcy firms (year 2002) and also 241 healthy firms and 220
bankruptcy firms (year 2003). Companies are described by four financial ratios expected to provide some meaningful
information about their health: EBITDA/Total Assets, Value Added/Total Sales, Quick Ratio, Accounts Payable/Total Sales.
This data set offers the possibility to predict the company's ability to cover its financial obligations and also to study
its stability over the years.

datasets

Interface of 'MIXMOD' software for supervised, unsupervised and
semi-supervised classification with mixture modelling <doi: 10.18637/jss.v067.i06>.

Quentin Grimonprez

Rmixmod

Classification with Mixture Modelling

Florent Langrognet

Remi Lebret

Christian Poli

Serge Iovleff

Benjamin Auder

Parmeet Bhatia

Anwuli Echenim

Christophe Biernacki

Gilles Celeux

Gerard Govaert

Julien Schueller

finance function

A data frame with 889 companies (rows) and 6 variables (columns).
<dl> <dt><code>Year</code></dt>
<dd>categorical variable with two modalities (2002 &amp; 2003).</dd>
 <dt><code>Health</code></dt>
<dd>categorical variable with two modalities (bankruptcy &amp; healthy).</dd>
 <dt><code>EBITDA.Total.Assets</code></dt>
<dd>numeric variable.</dd>
 <dt><code>Value.Added.Total.Sales</code></dt>
<dd>numeric variable.</dd>
 <dt><code>Quick.Ratio</code></dt>
<dd>numeric variable.</dd>
 <dt><code>Accounts.Payable.Total.Sales</code></dt>
<dd>numeric variable.</dd>
</dl>

Format

Composite data: Financial health of companies — finance

A data frame with 889 companies (rows) and 6 variables (columns).
<dl>

 <dt><code>Year</code></dt>
<dd>categorical variable with two modalities (2002 &amp; 2003).</dd>


 <dt><code>Health</code></dt>
<dd>categorical variable with two modalities (bankruptcy &amp; healthy).</dd>


 <dt><code>EBITDA.Total.Assets</code></dt>
<dd>numeric variable.</dd>


 <dt><code>Value.Added.Total.Sales</code></dt>
<dd>numeric variable.</dd>


 <dt><code>Quick.Ratio</code></dt>
<dd>numeric variable.</dd>


 <dt><code>Accounts.Payable.Total.Sales</code></dt>
<dd>numeric variable.</dd>


</dl>

Composite data: Financial health of companies

finance: Composite data: Financial health of companies

Description

Arguments

Format

Examples