Psychological Science and Education
2011. Vol. 16, no. 5, 88–99
ISSN: 1814-2052 / 2311-7273 (online)
Use of Kohonen’s Self-Organizing Maps and the Monte Carlo Method for Studying Adequacy of Factor Models of Intelligence
Abstract
General Information
Keywords: factor analysis, adequacy of factor models, Kohonen’s self-organizing feature maps
Journal rubric: Interdisciplinary Researches
Article type: scientific article
For citation: Panfilova A.S. Use of Kohonen’s Self-Organizing Maps and the Monte Carlo Method for Studying Adequacy of Factor Models of Intelligence. Psikhologicheskaya nauka i obrazovanie = Psychological Science and Education, 2011. Vol. 16, no. 5, pp. 88–99. (In Russ., аbstr. in Engl.)
References
- Galushkin A. I. Nejronnye seti. Osnovy teorii. M., 2010.
- Ermakov S. M. Metod Monte-Karlo v vychislitel'noj matematike. Vvodnyj kurs. SPb., 2009.
- Kuravskij L. S., Baranov S. N., Malyh S. B. Nejronnye seti v zadachah prognozirovanija, diagnostiki i analiza dannyh. M., 2003.
- Kuravskij L. S., Marmaljuk P. A., Panfilova A. S., Ushakov D. V. Issledovanie faktornyh vlijanij na razvitie psihologicheskih harakteristik s primeneniem novogo podhoda k ocenke adekvatnosti modelej nabljudenijam // Informacionnye tehnologii. 2011. № 11. (V pechati).
- Kuravskij L. S., Marmaljuk P. A., Baranov S. N., Abramochkina V. I., Petrova E. A. Faktornyj analiz rezul'tatov vejvlet-preobrazovanij longitjudnyh dannyh kak novyj metod issledovanija dinamicheskih harakteristik slozhnyh sistem // Nejrokomp'jutery: razrabotka i primenenie. 2009. № 9.
- Kuravskij L. S., Marmaljuk P. A., Abramochkina V. I., Petrova E. A. Primenenie faktornogo analiza rezul'tatov vejvlet-preobrazovanij dlja issledovanija dinamiki psihologicheskih harakteristik // Eksperimental'naja psihologija. 2009. № 1.
- Marmaljuk P. A. Ocenka stepeni adekvatnosti faktornyh modelej c pomosh'ju samoorganizujushihsja kart priznakov Kohonena // Nejrokomp'jutery: razrabotka i primenenie. 2010. № 10.
- Ushakov D. V. Intellekt: strukturno-dinamicheskaja teorija. M., 2003.
- Kuravsky L. S., Marmalyuk P. A., Panfilova A. S. Estimation of goodness-of-fit measures for identification of unrestricted factor models employing arbitrarily distributed observed data // In: Proc. 8th International Conference on Condition Monitoring & Machinery Failure Prevention Technologies. Cardiff, UK, June 2011.
- Neale M. C., Cardon L. R. Methodology for genetic studies of twins and families. Dordrecht, the Netherlands, Kluwer Academic Publishers, 1992.
Information About the Authors
Metrics
Views
Total: 1625
Previous month: 8
Current month: 0
Downloads
Total: 767
Previous month: 2
Current month: 0