The applicacion of mathematical model for diagnostic test while estimating student’s aerobic capacity
Articles
Natalja Kosareva
Vilniaus Gedimino technikos universitetas
Aleksandras Krylovas
Mykolo Romerio universitetas
Povilas Tamošauskas
Vilniaus Gedimino technikos universitetas
Stanislavas Dadelo
Vilniaus Gedimino technikos universitetas
Published 2010-12-21
https://doi.org/10.15388/LMR.2010.50
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Keywords

item response theory
diagnostics operator
measurement
probability distribution
entropy function
maximum oxigen consumption
mathematical modelling

How to Cite

Kosareva N., Krylovas A., Tamošauskas P. and Dadelo S. (2010) “The applicacion of mathematical model for diagnostic test while estimating student’s aerobic capacity”, Lietuvos matematikos rinkinys, 51(proc. LMS), pp. 273–278. doi: 10.15388/LMR.2010.50.

Abstract

In the paper diagnostic test creation model proposed earlier by authors is applied for creation of the test designed to esimate aerobic capacity of VGTU students. The pilot research demonstrated how the most informative test for the observed group of testees could be constructed from dichotomous diagnostics operators. The calibration procedure of fitting model parameters according to the empirical data was accomplished. The best fitting diagnostic operator was chosen from four various function classes. Probability distribution of test result and test information value were calculated according to the proposed technique. The result of the test – normed-referenced estimation of testees depending on the latent parameter (aerobic capacity VO2max). Maximum oxigen consumption was evaluated using maximum likelihood method. The proposed mixed model results were more accurate for normed-referenced estimation of aerobic capacity.

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