How to resolve heteroscedasticity in Multiple Linear Regression in R

0 votes
I'm modelling multiple linear regression. I used the bptest function to test for heteroscedasticity. The result was significant at less than 0.05.

How can I resolve the issue of heteroscedasticity?
Mar 3, 2022 in Machine Learning by Nandini
• 5,480 points
683 views

1 answer to this question.

0 votes
Try to use a different form of linear regression to see what happens. You can try:

Use Ordinary Least Squares to determine homoscedasticity (OLS)

Use Weighted Least Squares for heteroscedasticity without correlated errors (WLS)

Use Generalized Least Squares for heteroscedasticity with correlated errors (GLS)
answered Mar 4, 2022 by Dev
• 6,000 points

Related Questions In Machine Learning

0 votes
1 answer

How to use ICD10 Code in a regression model in R?

Using the concept of comorbidities is a ...READ MORE

answered Apr 12, 2022 in Machine Learning by Dev
• 6,000 points
576 views
0 votes
1 answer

How to add random and/or fixed effects into cloglog regression in R

The standard glm function can be used ...READ MORE

answered Apr 13, 2022 in Machine Learning by anonymous
637 views
0 votes
1 answer

How do I create a linear regression model in Weka without training?

Weka is a classification algorithm. This is ...READ MORE

answered Mar 9, 2022 in Machine Learning by Nandini
• 5,480 points
1,339 views
0 votes
1 answer
0 votes
1 answer
0 votes
1 answer

Steps to evaluate Linear Regression in R

 These are sequential steps which need to ...READ MORE

answered Jul 25, 2018 in Data Analytics by CodingByHeart77
• 3,750 points
1,127 views
+5 votes
2 answers
+1 vote
1 answer

R programming: Linear programming problems

The documentation for the lp package provides ...READ MORE

answered Feb 4, 2019 in Data Analytics by Tyrion anex
• 8,700 points
857 views
0 votes
1 answer
0 votes
1 answer

How to get a regression summary in scikit-learn like R does?

In sklearn, there is no R type ...READ MORE

answered Mar 15, 2022 in Machine Learning by Dev
• 6,000 points
3,514 views
webinar REGISTER FOR FREE WEBINAR X
REGISTER NOW
webinar_success Thank you for registering Join Edureka Meetup community for 100+ Free Webinars each month JOIN MEETUP GROUP