Calibration of Optical Communication Systems Data by Optimal Use of Variance Analysis’s test

Abstract

Statistical analyzes include a study of many societies’ characteristics that are data collection, organization, analysis, and analysis to get the aim with easy-to-understand diagrams and analytical drawings in return. In this paper, we will try to shed light on the most popular statistical methods, analysis of variance, and familiarize the reader with its types and how to choose the most appropriate data used during the various experiments. This paper deals with a brief outline of the species, and a practical application of communication data using statistical methods, where we found from the obtained results that the sensor provided for sensing low ranges has high sensitivity and high linearity in addition to the possibility of using it in extreme environments, which makes it a good choice for use in medical fields. As for the mathematical analysis, the analysis of the variance test supports the practical results, as there are no differences between the first and second groups (probability = 0.1832) nor between the second and third groups (probability = 0.1043), but there are statistically significant differences between the first and third groups (probability = 0.0054). The preference belongs to the third group (C) and as the best response on run 18 = 430.