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Program FACTOR at 10 : origins, development and future directions

Pere Joan Ferrando Piera, +1 more
- 01 May 2017 - 
- Vol. 29, Iss: 2, pp 236-240
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TLDR
A conceptual view of the origins, development and future directions of FACTOR, a popular free program for fitting the factor analysis (FA) model, which has attained a degree of technical development comparable to commercial software, and offers options not available elsewhere.
Abstract
espanolAntecedentes: se pretende dar una vision conceptual del origen, desarrollos y futuras lineas de investigacion de FACTOR, un popular programa no comercial de analisis factorial (AF). Metodo: el estudio se organiza en tres partes. En la primera se discute FACTOR en su etapa inicial (2006-2012) como un programa AF tradicional con opciones novedosas. En la segunda se discute la etapa actual (2013-2016) en la que FACTOR se presenta ya como un programa general enmarcado tanto en los modelos de ecuaciones estructurales como en la teoria de respuesta a los items. En la tercera parte, finalmente se discute la esperada evolucion futura del programa. Resultados: en la actualidad FACTOR ha alcanzado un grado de desarrollo tecnico comparable al software comercial, ofreciendo opciones no disponibles en otros programas. Discusion: se discuten algunas limitaciones, asi como varios puntos que requieren cambios o mejoras. Se discute tambien el funcionamiento del programa dentro de la comunidad de usuarios. EnglishBackground: We aim to provide a conceptual view of the origins, development and future directions of FACTOR, a popular free program for fitting the factor analysis (FA) model. Method: The study is organized into three parts. In the first part we discuss FACTOR in its initial period (2006-2012) as a traditional FA program with many new and cutting-edge features. The second part discusses the present period (2013-2016) in which FACTOR has developed into a comprehensive program embedded in the framework of structural equation modelling and item response theory. The third part discusses expected future developments. Results: at present FACTOR has attained a degree of technical development comparable to commercial software, and offers options not available elsewhere. Discussion: We discuss several shortcomings as well as points that require changes or improvements. We also discuss the functioning of FACTOR within its community of users.

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References
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Journal ArticleDOI

A Basis for Multidimensional Item Response Theory

TL;DR: Independent clusters, as treated in classical linear factor analysis, provide a desirable basis for multidimensional item response models, yielding interpretable and useful results as mentioned in this paper, while establishing a pattern for the item parameter matrix that provides identifiability conditions and facilitates interpretation of the traits.
Journal Article

Unrestricted versus restricted factor analysis of multidimensional test items: some aspects of the problem and some suggestions

TL;DR: In this paper, a trabajo analiza algunos aspectos de this problem mediante estudios de simulacion and propone un procedimiento for evaluar la dimensionalidad that puede ser util en investigacion aplicada.
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A factor simplicity index

Urbano Lorenzo-Seva
- 01 Mar 2003 - 
TL;DR: An index for assessing the degree of factor simplicity in the context of principal components and exploratory factor analysis is proposed, based on the idea that the communality of each variable should be related to few components, or factors, so that the loadings in each variable are either zero or as far from zero as possible.
Journal ArticleDOI

Some new results on correlation-preserving factor scores prediction methods

TL;DR: In this paper, it is shown that the iterative procedure can be replaced by a closed-form solution, which coincides with Green's solution in certain special cases, for instance, when the factors are orthogonal.