Recommendations for the use some of tests for the probability distribution of deviation from the normal distribution law in practice of the statistical engineering analysis

Authors have made the classification of some criteria consent of sample data with a normal probability distribution law and given some guidance on the application of these criteria in the practice of engineering statistical analysis. Authors have offered the original approach to tests of considered criteria based on the logic of design the significance criteria, and allowing to placed criteria in order of preference selected as a choice of etalon the standard normal distribution. This approach was tested previously in tasks assessing the adequacy of the statistical mathematical models and statistical assessment of the similarity by combining information on the quality of performance of complex technical systems, obtained in the process of experimental testing. However, the extension of this approach to the problem of comparing the consent criteria of measurement data with the normal probability distribution law required additional research related to the lack of programs and tables of percentage points statistics normality tests. The article presents the results of the use to solve the problem of interval estimation and expertly statistical method Taguchi.