Abstract

In [1], we considered the problems of identifying and calculating the criteria for testing the hypothesis of homogeneity of two independent samples. In particular, we drew attention to the ambiguous names of the hypothesis test criterion. We also noted the difference between the assumptions and formulations of the hypothesis. In this case, different formulas for calculations require proof of their equivalence. Our analysis of research and publications has shown that examples of the application of the criteria of homogeneity of Wilcoxon and Mann-Whitney samples are largely technical in nature. That is, these examples usually contain tools for calculating statistics and do not cover all the possibilities of applying the criteria. Therefore, the method of using criteria requires an optimal combination of theoretical principles with the formation of practical skills of hypothesis testing. When conducting a pedagogical experiment, the researcher should be able to consider theoretically sound calculation examples. These examples of the application of criteria should be available primarily to researchers who are not mathematicians. Our experience has confirmed the need for the researcher to acquire stable skills in the practical application of the criteria of sample homogeneity in scientific and pedagogical research. We considered the concept of sample homogeneity in conducting a pedagogical experiment on the examples of statistical information of control and experimental groups. It was noted that the homogeneity of the samples can not always be determined by direct observation of their elements. We formulated an algorithm for applying the Wilcoxon and Mann-Whitney criteria to test the hypothesis �0: F1(x) = F2(x) about the homogeneity of the samples. We have considered examples of the application of criteria in a pedagogical experiment. In particular, the statistical values of the Wilcoxon test and the Mann-Whitney criteria were calculated. Also, we show their connection with the area of acceptance of hypothesis �0 under different alternative hypotheses �1. The prospect of our further research is the formation of methods for applying the criteria most commonly used in scientific and pedagogical research of distributions of random variables. Key words: Wilcoxon criteria, Mann-Whitney criteria, sample homogeneity, hypothesis acceptance area, sample rank.

Full Text
Paper version not known

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.