Best Answer · By JanBask Data Science Expert
Ranjana Admin JanBask Expert
Answered on Jan 15, 2020
Homoscedasticity is an assumption which means that the variance around the regression line is the same for all the values of a predictor variable.

In the above diagram the points are all near the regression line for the lower values on X-axis but the points are far from the line for higher values on X-axis which is a violation of this assumption.

In this diagram, the variance is same throughout all the values which shows that it follows homoscedasticity.