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....

Dec 17, 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.

Feb 01, 2017

It really helped me to have a better understanding of these Regression Models. However, I've noticed that there is a video recording repeated: Week 3, Model Selection. Part 3 is included in Part 2.

필터링 기준:

교육 기관: Winston P

•Nov 10, 2016

Good course! Prof Caffo is very clear in his explanations!

교육 기관: Mario P

•Oct 22, 2018

I would like to thank all of you for this excellent work!

교육 기관: Tine M

•May 11, 2018

Definitely a difficult course but a very interesting one.

교육 기관: Wei L

•Oct 12, 2017

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

교육 기관: Changkeun K

•Sep 11, 2017

nice course. it requires knowledge of statistics a lot.

교육 기관: Giovanni M C V

•Feb 16, 2016

Excellent course with great didactic. Congratulations!

교육 기관: 李俊宏

•Sep 04, 2017

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

교육 기관: David R

•Dec 05, 2018

Great course, well taught with very useful examples

교육 기관: Javier E S

•Jul 16, 2018

Excellent course. Thank you Brian, Jeff and Roger.

교육 기관: Jose F V G

•Dec 23, 2018

So far so good; key concepts explained in detail.

교육 기관: Shivanand R K

•Jun 21, 2016

Great and Excellent thoughts and course material.

교육 기관: Robert H

•Dec 01, 2015

A few glitches, but excellent like all the other

교육 기관: Henrique d S A

•Feb 27, 2018

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

교육 기관: Joonas S

•May 29, 2017

Really good introduction to regression models.

교육 기관: SagarSrinivas

•Sep 12, 2017

Wonderful!, Lecture Series will be cherished.

교육 기관: Govind N

•Jan 06, 2020

I learnt regression models from this course.

교육 기관: Sergio R

•Jul 30, 2017

Thank you! it is a very enrichment course.

교육 기관: Dan K H

•Mar 03, 2017

Once again an excellent course, thank you!

교육 기관: Florian

•Jul 03, 2016

Fantastic course with great visualizations

교육 기관: Efejiro A

•Jul 02, 2018

A bit fast paced but excellent delivery.

교육 기관: Jha A

•Apr 19, 2018

Most things were covered . good lessons

교육 기관: Edgar I

•Jan 01, 2017

Muy intuitivo y con excelentes ejemplos!

교육 기관: Sai K G

•Feb 01, 2016

Course teaches basics of regression in R

교육 기관: Chris

•Nov 02, 2016

great introduction to regression models

교육 기관: Yubo Y

•Apr 03, 2016

concise, practical and straight forward