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Psychological Science and Education

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 1814-2052

ISSN (online): 2311-7273


License: CC BY-NC 4.0

Started in 1996

Published 6 times a year

Free of fees
Open Access Journal


An approach to testing intellectual abilities and eliminating artifacts 1043

Panfilova A.S., PhD in Engineering, Head of the Laboratory of Quantitative Psychology, Moscow State University of Psychology & Education, Moscow, Russia,
We present a new approach to the description of the testing process of intellectual abilities using factor models with simplex structure, taking into account the results and dynamics of completing a test. Its feature is the application of Kohonen self-organizing maps for the probabilistic assessment of subject’s being on a certain level of intelligence. Elimination of artifacts caused by various forms of environmental influence is performed by comparing the observed and the expected results of the answers to the test questions using a digital multi- dimensional Kalman filter adapted to solve the problem.

Keywords: intelligence testing, factor models, Kalman filter.

Column: Psychological Diagnostics

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