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Learner Reviews & Feedback for Regression Models by Johns Hopkins University

4.4
stars
3,185 ratings
536 reviews

About the Course

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Analysis of residuals and variability will be investigated. The course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing....

Top reviews

MM
Mar 12, 2018

Great course, very informative, with lots of valuable information and examples. Prof. Caffo and his team did a very good job in my opinion. I've found very useful the course material shared on github.

KA
Dec 16, 2017

Excellent course that is jam-packed with useful material! It is quite challenging and gives a thorough grounding in how to approach the process of selecting a linear regression model for a data set.

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176 - 200 of 516 Reviews for Regression Models

By Tine M

May 11, 2018

Definitely a difficult course but a very interesting one.

By Wei L

Oct 12, 2017

A lot of good info. Some of them is a little hard to me

By Changkeun K

Sep 11, 2017

nice course. it requires knowledge of statistics a lot.

By Giovanni M C V

Feb 16, 2016

Excellent course with great didactic. Congratulations!

By 李俊宏

Sep 4, 2017

I like Brian Caffo's lectures. He is genius and calm

By Sidney d S P B

Dec 26, 2020

The professor Brian Caffo is excelent and the best!

By David R

Dec 5, 2018

Great course, well taught with very useful examples

By Javier E S

Jul 15, 2018

Excellent course. Thank you Brian, Jeff and Roger.

By Jose F V G

Dec 23, 2018

So far so good; key concepts explained in detail.

By Shivanand R K

Jun 21, 2016

Great and Excellent thoughts and course material.

By Robert H

Dec 1, 2015

A few glitches, but excellent like all the other

By Henrique d S A

Feb 26, 2018

Nice course it will help me a lot ! Thank you!

By Joonas S

May 29, 2017

Really good introduction to regression models.

By sagar s

Sep 12, 2017

Wonderful!, Lecture Series will be cherished.

By Govinda R N

Jan 6, 2020

I learnt regression models from this course.

By Sergio R

Jul 30, 2017

Thank you! it is a very enrichment course.

By Dan K H

Mar 3, 2017

Once again an excellent course, thank you!

By Florian

Jul 3, 2016

Fantastic course with great visualizations

By Efejiro A

Jul 2, 2018

A bit fast paced but excellent delivery.

By Ayush J

Apr 19, 2018

Most things were covered . good lessons

By Edgar I

Jan 1, 2017

Muy intuitivo y con excelentes ejemplos!

By Sai K G

Feb 1, 2016

Course teaches basics of regression in R

By Amit R

Jun 11, 2020

very nicely explained regression models

By Chris

Nov 2, 2016

great introduction to regression models

By Yubo Y

Apr 3, 2016

concise, practical and straight forward