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Introduction to Linear Regression

In this video I give an introduction to this series of lectures on linear regression analysis. Next lecture in this series:    • Linear Regression's Place in the Stats Eco...   "A Course on Linear Regression" playlist:    • A Course on Linear Regression   Here is the textbook we are using: Title: "Introduction to Linear Regression Analysis 5th Edition" Authors: Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining. ISBN-13: 978-0470542811 ISBN-10: 0470542810 Link on Amazon: https://www.amazon.com/Introduction-R... Software Packages Used: Get access to SAS for free: https://www.sas.com/en_us/software/on... Minitab: https://www.minitab.com/en-us/ Chapters 0:00 Introduction 0:10 The Purpose of Linear Regression 4:11 Types of Linear Regression 11:27 The Univariate Linear Regression Model 19:55 The Goals of Linear Regression 25:32 The Linear Regression Modeling Process 36:52 Linear vs. Non-linear Regression Models 44:36 Related Lecture Videos