Ni Haoran

Statistical Diagnostics and Reliability Evaluation of Linear Regression Models

Linear regression is often used to explain, infer statistically and predict, but a good fit within the training data does not guarantee the reliability of the model. The main diagnostic and validation tools for assessing linear regression models are introduced in this paper, including residual analysis, multicollineari...