What is Heteroscedasticity?

• Heteroscedasticity is a term used in regression analysis when the variance of the errors is not constant across all levels of the independent variables. It violates the assumption of homoscedasticity.
• To address it, you can transform the data or use heteroscedasticity-robust standard errors