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Learner Reviews & Feedback for Regression Models by Johns Hopkins University

3,319 ratings

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


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.


Mar 10, 2019

This module was the maximum. I learned how powerful the use of Regression Models techniques in Data Science analysis is. I thank Professor Brian Caffo for sharing his knowledge with us. Thank you!

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226 - 250 of 551 Reviews for Regression Models

By Paula L

Dec 2, 2016

good review of the fundamentals

By Ravi K

Jun 12, 2019

This is really a nice training

By Terry L J

Nov 2, 2018

Good material and presentation

By Felipe L

Jan 23, 2016

Excellent introductory course!

By Eric H

Dec 20, 2020

Great and challenging course.

By Mounika G

Apr 15, 2020

very good interactive courses

By Handong D B

Aug 14, 2016

very concise and well taught

By Eric Y

Dec 9, 2018

good course, nice teaching!

By Sanjeev R

Feb 2, 2019

Great Course well designed


Sep 30, 2020

The Course is very useful

By Alimohammad P

Aug 11, 2019

Very informative course!

By Rodney J

Jul 30, 2017

This was a great course.

By Rui W

Feb 13, 2020

Awesome Course Content!

By Albert C G

Sep 2, 2016

Great - learned a bunch

By Tan W M

Jun 21, 2016

recommend to others too

By Naveen S

Sep 6, 2019

really it is very good

By Jaime A

Oct 12, 2016

Very well thought-out!

By hippo d

May 16, 2021

Another good lecture.

By udaya B

Jan 27, 2020

neatly placed topics.

By 刘晶

Sep 14, 2018

Very excellent course

By Ryan C Y H

Jul 1, 2017

Taught useful things!

By Pragya K

May 22, 2017

Exceptional Learning!

By Conner M

Apr 5, 2018

Caffo is excellent!

By Tiberiu D O

Sep 21, 2017

A very good course!

By John P

Nov 26, 2016

Excellent - thanks!