This study examines the three-way repeated measurements model and looks at the model's ANOVA. The test statistic for the hypothesis corresponding to each model factor is defined, as is the distribution of a sum of squares statistics. The chi-square transformation of the sum of squares distribution was used to determine the confidence interval for the variance of components. The application of the repeated measurements model to an experiment is the study's practical component.