Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students

The present work analyzed a review of methods for analyzing sequences of matrices or dichotomous data. A new method for a sequence of dichotomous matrices with a different number of rows is presented; the Dichotomous STATIS DUAL. Suppose we match the sequence of matrices by different years, with thi...

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Autores principales:	Victoria I. Ballesteros-Espinoza, Miguel Rodríguez-Rosa, Ana B. Sánchez-García, Purificación Vicente-Galindo
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	Dichotomous STATIS DUAL dichotomous matrices sequence of matrices dichotomous data software CHAEA test Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/86a6bffb4cb644568fd6ae62c1c1aa03
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spelling	oai:doaj.org-article:86a6bffb4cb644568fd6ae62c1c1aa032021-11-11T18:20:12ZProposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students10.3390/math92127972227-7390https://doaj.org/article/86a6bffb4cb644568fd6ae62c1c1aa032021-11-01T00:00:00Zhttps://www.mdpi.com/2227-7390/9/21/2797https://doaj.org/toc/2227-7390The present work analyzed a review of methods for analyzing sequences of matrices or dichotomous data. A new method for a sequence of dichotomous matrices with a different number of rows is presented; the Dichotomous STATIS DUAL. Suppose we match the sequence of matrices by different years, with this method. In that case, we can graphically represent the relations among the different columns of all the matrices, and the relations between those columns and the different years, because everything can be represented in the same plots. As in all STATIS methods, three different plots can get: (i) the interstructure, with the relations among the years; (ii) the compromise, with the stable part of the relations between the columns; and (iii) the intrastructure (also known as trajectories), with the relations between columns and years, in other words, the evolution of the columns through the time. This new mathematical method can be used with all kinds of dichotomous data, thanks to the software we propose. In the present work, the software was applied to the assessment of learning styles.Victoria I. Ballesteros-EspinozaMiguel Rodríguez-RosaAna B. Sánchez-GarcíaPurificación Vicente-GalindoMDPI AGarticleDichotomous STATIS DUALdichotomous matricessequence of matricesdichotomous data softwareCHAEA testMathematicsQA1-939ENMathematics, Vol 9, Iss 2797, p 2797 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Dichotomous STATIS DUAL dichotomous matrices sequence of matrices dichotomous data software CHAEA test Mathematics QA1-939
spellingShingle	Dichotomous STATIS DUAL dichotomous matrices sequence of matrices dichotomous data software CHAEA test Mathematics QA1-939 Victoria I. Ballesteros-Espinoza Miguel Rodríguez-Rosa Ana B. Sánchez-García Purificación Vicente-Galindo Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
description	The present work analyzed a review of methods for analyzing sequences of matrices or dichotomous data. A new method for a sequence of dichotomous matrices with a different number of rows is presented; the Dichotomous STATIS DUAL. Suppose we match the sequence of matrices by different years, with this method. In that case, we can graphically represent the relations among the different columns of all the matrices, and the relations between those columns and the different years, because everything can be represented in the same plots. As in all STATIS methods, three different plots can get: (i) the interstructure, with the relations among the years; (ii) the compromise, with the stable part of the relations between the columns; and (iii) the intrastructure (also known as trajectories), with the relations between columns and years, in other words, the evolution of the columns through the time. This new mathematical method can be used with all kinds of dichotomous data, thanks to the software we propose. In the present work, the software was applied to the assessment of learning styles.
format	article
author	Victoria I. Ballesteros-Espinoza Miguel Rodríguez-Rosa Ana B. Sánchez-García Purificación Vicente-Galindo
author_facet	Victoria I. Ballesteros-Espinoza Miguel Rodríguez-Rosa Ana B. Sánchez-García Purificación Vicente-Galindo
author_sort	Victoria I. Ballesteros-Espinoza
title	Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
title_short	Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
title_full	Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
title_fullStr	Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
title_full_unstemmed	Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students
title_sort	proposal of the dichotomous statis dual method: software and application for the analysis of dichotomous data, applied to the test of learning styles in university students
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/86a6bffb4cb644568fd6ae62c1c1aa03
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Proposal of the Dichotomous STATIS DUAL Method: Software and Application for the Analysis of Dichotomous Data, Applied to the Test of Learning Styles in University Students

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