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Learner Reviews & Feedback for Linear Regression and Modeling by Duke University

4.8
stars
1,787 ratings

About the Course

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test score for a child based on certain characteristics of his or her mother? In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio....

Top reviews

OK

Sep 21, 2016

Very good course. while it does not cover everything. the teacher does a great job explaining things in a simple manner. My feed back would be to move ANOVA into this module.

DS

Mar 29, 2017

This course provides a very good introduction to basic linear regression, including simple multiple linear regression, model building and interpretation, model diagnostics, and application in R.

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301 - 325 of 336 Reviews for Linear Regression and Modeling

By Scott T

Aug 9, 2016

Great course. I only wish there was more time spent on dealing with more complex situations such as overfitting.

By Shivani J

Apr 5, 2020

I liked the course. I learnt a lot while working on its project. Instructor's way of teaching is very engaging.

By Elham L

Apr 7, 2020

The material in this course is explained very well. However it requires one has the knowledge in using R.

By Siyao G

Aug 6, 2019

Contents are easier compared with other courses in this series. Quite systematic and easy to understand.

By Natalie R

Jun 3, 2019

Clearly presented. R instruction is pretty minimal, so there is a lot of trial and error and googling.

By Guillermo U O G

May 11, 2019

I liked, but I guess it could improve little by including more topics in linear regression analysis.

By marvin m

Nov 6, 2020

The Lab could be better if there was a video that goes with it. But overall I love this course.

By Jian S

Dec 12, 2016

I learnt quite a bit. One of the most useful courses! I would suggest add more exercises in R.

By NG Y W

Dec 12, 2016

This course has provided me with a good and simple understanding on the concept

By Amir Z

Aug 31, 2016

This is a great course for this specialization but don't expect much depth.

By zhenyue z

Jun 6, 2016

nice lecture, but it is really too short, not into too much details.

By Phan N V

Jul 16, 2024

Not for beginners but overall ideas are explained quite clearly

By Luis F R C

Oct 27, 2016

Excellent course, I think it still could include more content!

By Anna D

May 22, 2017

Great course and lots of useful knowledge!

By Nikhil K

Jan 25, 2020

Not covered entire regression technique

By FangYiWang

Apr 18, 2019

A good course for Bayesian statistics.

By Mohammed S S

Jun 8, 2020

Great model with clear explanations

By Seyyed B b

Feb 3, 2021

Nice overview and R examples!

By Daniel C

Apr 19, 2017

Very useful insights and lea

By Lalu P L

Apr 21, 2019

Could be more informative

By Syed M R A

Mar 19, 2018

Awesome course.

By Toan L T

Dec 11, 2018

A good course

By Desalegn A M

Oct 4, 2022

very nice.

By Ananda R

Mar 14, 2018

excellent

By Muhammad A B A

Oct 30, 2024

good