A Research on Comparison of Regression Models Explaining the Profitability Base on Financial Data

Abstract

Profitability is always a main consideration for businesses. In this study, return on assets is modeled and compared with two different methods. Multiple linear regression and logistic regression are established with financial statements. The two models in the study were evaluated. Their strengths to each other were determined.