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Understanding Multicollinearity

Offered By: NPTEL-NOC IITM via YouTube

Tags

Multicollinearity Courses Statistics & Probability Courses Data Analysis Courses Econometrics Courses Regression Analysis Courses

Course Description

Overview

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Explore the concept of multicollinearity in statistical analysis and learn how to assess its impact using the Variance Inflation Factor (VIF). Gain insights into the challenges posed by highly correlated predictor variables in regression models and discover techniques to identify and address multicollinearity issues. Delve into the implications of multicollinearity on model interpretation and predictive accuracy, equipping yourself with essential knowledge for robust statistical analysis and modeling.

Syllabus

Understanding Multicollinearity


Taught by

NPTEL-NOC IITM

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