<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-419X</journal-id>
<journal-title><![CDATA[Revista Integración]]></journal-title>
<abbrev-journal-title><![CDATA[Integración - UIS]]></abbrev-journal-title>
<issn>0120-419X</issn>
<publisher>
<publisher-name><![CDATA[Universidad Industrial de Santander]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-419X2013000200006</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Algunas propiedades de la independencia condicionada]]></article-title>
<article-title xml:lang="en"><![CDATA[Some properties of conditional independence]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[MARMOLEJO L]]></surname>
<given-names><![CDATA[MIGUEL A]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[MUÑOZ-TELLO]]></surname>
<given-names><![CDATA[ANDRÉS F]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad del Valle Departamento de Matemáticas ]]></institution>
<addr-line><![CDATA[Cali ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2013</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2013</year>
</pub-date>
<volume>31</volume>
<numero>2</numero>
<fpage>165</fpage>
<lpage>180</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-419X2013000200006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-419X2013000200006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-419X2013000200006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[El objetivo de este artículo es el de establecer algunas propiedades nuevas de la independencia condicionada de una familia de clases de eventos. De una parte, se generalizan algunos de los resultados de Van Putten y Van Schuppen &#91;15&#93;, que consideran el caso de una familia con dos elementos, y, de otra parte, se generalizan resultados conocidos sobre familias de clases de eventos independientes. Como aplicación, se dan algunas propiedades de la independencia condicionada de una familia de variables aleatorias]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[The aim of this paper is to establish some new properties of the conditional independence of a family of classes of events. On the one hand, we generalize some of the results by Van Putten and Van Schuppen &#91;15&#93;, who considered the case of families with two elements, and, on the other hand, we generalize known results on independents families of classes of events. As an application, we give some properties of the conditional independence in a family of random variables]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Esperanza condicionada]]></kwd>
<kwd lng="es"><![CDATA[independencia condicionada]]></kwd>
<kwd lng="en"><![CDATA[Conditional expectation]]></kwd>
<kwd lng="en"><![CDATA[conditional independence]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[   <font size="2" face="Verdana">     <p align="center"><font size="4"><b><i>Algunas propiedades de la independencia    <br> condicionada</i></b></font></p>      <p align="center">MIGUEL A. MARMOLEJO L.<sup>*</sup>, ANDR&Eacute;S F. MU&Ntilde;OZ-TELLO<sup>*</sup>    <br>    <br> Universidad del Valle, Departamento de Matem&aacute;ticas, Cali, Colombia.</p> <hr>     <p align="justify"><b><i>Resumen.</i></b> El objetivo de este art&iacute;culo es el de establecer algunas propiedades nuevas de la independencia condicionada de una familia de clases de eventos. De una parte, se generalizan algunos de los resultados de Van Putten y Van Schuppen &#91;15&#93;, que consideran el caso de una familia con dos elementos, y, de otra parte, se generalizan resultados conocidos sobre familias de clases de eventos independientes. Como aplicaci&oacute;n, se dan algunas propiedades de la independencia condicionada de una familia de variables aleatorias.    <br> <b><i>Palabras Claves:</i></b> Esperanza condicionada, independencia condicionada.    <br> <i><b>MSC2010:</b></i> 60A05, 97K50, 60G99.</p> <hr>     <p align="center"><font size="3"><b><i>Some properties of conditional independence</i></b></font></p>      ]]></body>
<body><![CDATA[<p align="justify"><b><i>Abstract.</i></b> The aim of this paper is to establish some new properties of the conditional independence of a family of classes of events. On the one hand, we generalize some of the results by Van Putten and Van Schuppen &#91;15&#93;, who considered the case of families with two elements, and, on the other hand, we generalize known results on independents families of classes of events. As an application, we give some properties of the conditional independence in a family of random variables.    <br>	 <b><i>Keywords:</i></b> Conditional expectation, conditional independence.</p> <hr>     <p align="justify">Texto Completo disponible en <a href ="pdf\rein\v31n2\v31n2a06.pdf">PDF</a></p> <hr>     <p align="left"><font size="3"><b><i>Referencias</i></b></font></p>      <!-- ref --><p align="justify">&#91;1&#93; Ash R.B. and Dol&egrave;ans-Dade C.A., <i>Probability and Measure Theory</i> , Second Edition, Academic Press, San Diego, 2000.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000017&pid=S0120-419X201300020000600001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>      <!-- ref --><p align="justify">&#91;2&#93; Bauer H., <i>Probability Theory</i>, Walter de Guyter, New York, 1972.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000019&pid=S0120-419X201300020000600002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>      <!-- ref --><p align="justify">&#91;3&#93; Basu D. and Pereira C.A.B., &quot;Conditional independence in statistics&quot;, <i>Sankhy&#257; Ser</i>. A 45 (1983), no. 3, 324-337.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000021&pid=S0120-419X201300020000600003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></p>      ]]></body>
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<body><![CDATA[<p align="justify"><sup>*</sup>Autor para correspondencia: <i>E-mail:</i> <a href="mailto:mimarmol@univalle.edu.co">mimarmol@univalle.edu.co</a>.    <br>  Recibido: 9 de marzo de 2013, Aceptado: 25 de julio de 2013.</p> </font>      ]]></body><back>
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