Regression, Regression Analysis, Linear Regression, Machine Learning, Data Science.
for all levels of X. In other words, the spread of residuals should be roughly the same across the range of X. Normality: The residuals (differences between observed and predicted values) should be normally distributed. No or Little Multicollinearity: When multiple independent variables are used,