all AI news
How to Verify the Assumptions of Linear Regression
July 31, 2022, 1:03 p.m. | Gowtham S R
Towards AI - Medium pub.towardsai.net
What are the assumptions of linear regression? and how to verify the assumptions
Photo from Unsplash uploaded by Thong VoLinear regression is a model that estimates the relationship between independent variables and a dependent variable using a straight line. However, in order to use a linear regression model, we have to verify a few assumptions.
The 5 main assumptions of linear regression are,
- A linear relationship between dependant and independent variables.
- No/Very less multicollinearity.
- Normality of Residuals
- Homoscedasticity
- No …
More from pub.towardsai.net / Towards AI - Medium
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Data Architect
@ Western Digital | San Jose, CA, United States
Senior Data Scientist GenAI (m/w/d)
@ Deutsche Telekom | Bonn, Deutschland
Senior Data Engineer, Telco (Remote)
@ Lightci | Toronto, Ontario
Consultant Data Architect/Engineer H/F - Innovative Tech
@ Devoteam | Lyon, France
(Senior) ML Engineer / Software Engineer Machine Learning & AI (m/f/x) onsite or remote (in Germany or Austria)
@ Scalable GmbH | Wien, Germany