YoVDO

Classical Linear Regression Model - Part 3

Offered By: NPTEL-NOC IITM via YouTube

Tags

Linear Regression Courses Econometrics Courses Statistical Modeling Courses Regression Analysis Courses Hypothesis Testing Courses Confidence Intervals Courses Heteroscedasticity Courses Multicollinearity Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the third installment of the Classical Linear Regression Model series, delving deeper into advanced concepts and techniques. Gain a comprehensive understanding of this fundamental statistical method used for analyzing relationships between variables. Learn how to apply regression analysis to real-world data, interpret results, and make informed predictions. Discover the intricacies of model assumptions, diagnostics, and potential pitfalls to avoid when working with linear regression. Enhance your statistical analysis skills and expand your knowledge of this essential tool for researchers, data scientists, and analysts across various fields.

Syllabus

Classical Linear Regression Model Part - 3


Taught by

NPTEL-NOC IITM

Related Courses

Regression Analysis
Indian Institute of Science Education and Research, Pune via Swayam
Econometric Methods
CEC via Swayam
Basic Econometrics
CEC via Swayam
Inference for Linear Regression in R
DataCamp
HR Analytics: Predicting Employee Churn in R
DataCamp