DOI: 10.17587/prin.13.148-152
An Algorithm for Correction of Statistical Estimations Taking into Account the Effect of Multiple Comparisons based on Test Results Grouping
Ya. A. Turovsky, Yaroslav_turovsk@mail.ru, V. A. Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, 117997, Russian Federation; Voronezh State University, Voronezh, 394018, Russian Federation, S. V. Borzunov, sborzunov@gmail.com, Associate Professor, Voronezh State University, Voronezh, 394018, Russian Federation, A. A. Vahtin, alvahtin@gmail.com, Associate Professor, Voronezh State University, Voronezh, 394018, Russian Federation
Received on December 05, 2021
Accepted on January 28, 2022
Repeated application of statistical comparison criteria leads to a significant increase of the probability of erroneous identification of differences in cases where they are statistically insignificant. An algorithm is proposed for assessing the significance of differences in the problem of managing the design of a biomedical study, taking into account variations in the values of a pairwise statistical criterion. An example of using the algorithm for oculographic data is given.
Keywords: multiple comparisons, significance assessment, study design, eye tracking interface
pp. 148–152
For citation:
Turovsky Ya. A., Borzunov S. V., Vahtin A. A. An Algorithm for Correction of Statistical Estimations Taking into Account the Effect of Multiple Comparisons based on Test Results Grouping, Programmnaya Ingeneria, 2022, vol. 13, no. 3, pp. 148—152.
