Robust Promin: a method for diagonally weighted factor rotation
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| Format: | Artículo científico |
| Sprache: | en |
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Universidad de San Martín de Porres
2019
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| _version_ | 1876454334866128896 |
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| author | Urbano Lorenzo-Seva |
| author_facet | Urbano Lorenzo-Seva |
| contents | Robust Promin: a method for diagonally weighted factor rotation Urbano Lorenzo-Seva Pere J. Ferrando Psicología Oblique rotation robust factor analysis exploratory factor analysis unrestricted factor analysis Background: obliqu rotation of factors is usually performed in exploratory factor analysis in order to achieve the best and simplest interpretation of the solution based on the prescribed number of factors.Currently available algorithms, however, do not take into account the fluctuation of the correlations on which the factor solution is based. If such correlations’ stability is low, the rotated solution obtained in a specific sample may substantially differ from the rotated solutions obtained in different samples from the same population. Objetive: the present paper proposes a modified version of the Promin rotation designed to achieve simple and stable rotated solutions through the samples. Conclusions: the usefulness of Robust Promin is illustrated by using an empirical example based on a real dataset. The procedure proposed in this paper has been implemented in the FACTOR factor analysis program version 10.9. 2019 artículo científico 1729-4827 https://www.redalyc.org/articulo.oa?id=68660129009 https://www.redalyc.org/journal/686/68660129009/ https://www.redalyc.org/journal/686/68660129009/html/ https://www.redalyc.org/journal/686/68660129009/68660129009.epub https://www.redalyc.org/journal/686/68660129009/movil https://doi.org/10.24265/liberabit.2019.v25n1.08 en http://www.redalyc.org/revista.oa?id=686 Liberabit. Revista Peruana de Psicología application/pdf Universidad de San Martín de Porres Liberabit. Revista Peruana de Psicología (Perú) Num.1 Vol.25 |
| format | Artículo científico |
| id | redalyc_68660129009 |
| institution | Redalyc |
| language | en |
| publishDate | 2019 |
| publisher | Universidad de San Martín de Porres |
| spellingShingle | Robust Promin: a method for diagonally weighted factor rotation Urbano Lorenzo-Seva Psicología Oblique rotation robust factor analysis exploratory factor analysis unrestricted factor analysis Robust Promin: a method for diagonally weighted factor rotation Urbano Lorenzo-Seva Pere J. Ferrando Psicología Oblique rotation robust factor analysis exploratory factor analysis unrestricted factor analysis Background: obliqu rotation of factors is usually performed in exploratory factor analysis in order to achieve the best and simplest interpretation of the solution based on the prescribed number of factors.Currently available algorithms, however, do not take into account the fluctuation of the correlations on which the factor solution is based. If such correlations’ stability is low, the rotated solution obtained in a specific sample may substantially differ from the rotated solutions obtained in different samples from the same population. Objetive: the present paper proposes a modified version of the Promin rotation designed to achieve simple and stable rotated solutions through the samples. Conclusions: the usefulness of Robust Promin is illustrated by using an empirical example based on a real dataset. The procedure proposed in this paper has been implemented in the FACTOR factor analysis program version 10.9. 2019 artículo científico 1729-4827 https://www.redalyc.org/articulo.oa?id=68660129009 https://www.redalyc.org/journal/686/68660129009/ https://www.redalyc.org/journal/686/68660129009/html/ https://www.redalyc.org/journal/686/68660129009/68660129009.epub https://www.redalyc.org/journal/686/68660129009/movil https://doi.org/10.24265/liberabit.2019.v25n1.08 en http://www.redalyc.org/revista.oa?id=686 Liberabit. Revista Peruana de Psicología application/pdf Universidad de San Martín de Porres Liberabit. Revista Peruana de Psicología (Perú) Num.1 Vol.25 |
| title | Robust Promin: a method for diagonally weighted factor rotation |
| topic | Psicología Oblique rotation robust factor analysis exploratory factor analysis unrestricted factor analysis |
| url | https://www.redalyc.org/articulo.oa?id=68660129009 https://www.redalyc.org/journal/686/68660129009/ https://www.redalyc.org/journal/686/68660129009/html/ https://www.redalyc.org/journal/686/68660129009/68660129009.epub https://www.redalyc.org/journal/686/68660129009/movil https://doi.org/10.24265/liberabit.2019.v25n1.08 |