Question: In linear regression, outliers can be categorized into several types, i.e, residual outliers, bad leverage points, good leverage points and influential observations. i. Which of

 In linear regression, outliers can be categorized into several types, i.e,

In linear regression, outliers can be categorized into several types, i.e, residual outliers, bad leverage points, good leverage points and influential observations. i. Which of these outliers is the most dangerous? Justify your answer. ii. Literature has shown that keeping good leverage points in data will increase the efficiency of the estimator. Show by plot what is the meaning by good leverage point do not affect the slope of parameter estimation

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!