Statistical Review of Dataset and Mathematical Model for Software Reliability Prediction Using Linear Regression

Abstract

Depending upon early stage statistics if any software developer knows what will be the software reliability that will be very helpful for any developer to make any changes at early stages, so by thinking about this we are defining advance software reliability prediction model. As we are considering this prediction at early stage so that we need to use some of parameters and some of the constant values to predict accurate result as possible as. Here in this paper we have introduce some of mathematical expression to calculate reliability of each parameter to check efficiency of parameter we used ready dataset and also perform analysis using linear regression for machine learning.