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學生對 约翰霍普金斯大学 提供的 回归模型 的評價和反饋

4.4
3,082 個評分
516 條評論

課程概述

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....

熱門審閱

KA

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.

BA

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.

篩選依據:

176 - 回归模型 的 200 個評論(共 497 個)

創建者 李俊宏

Sep 04, 2017

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

創建者 David R

Dec 05, 2018

Great course, well taught with very useful examples

創建者 Javier E S

Jul 16, 2018

Excellent course. Thank you Brian, Jeff and Roger.

創建者 Jose F V G

Dec 23, 2018

So far so good; key concepts explained in detail.

創建者 Shivanand R K

Jun 21, 2016

Great and Excellent thoughts and course material.

創建者 Robert H

Dec 01, 2015

A few glitches, but excellent like all the other

創建者 Henrique d S A

Feb 27, 2018

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

創建者 Joonas S

May 29, 2017

Really good introduction to regression models.

創建者 SagarSrinivas

Sep 12, 2017

Wonderful!, Lecture Series will be cherished.

創建者 Govinda R N

Jan 06, 2020

I learnt regression models from this course.

創建者 Sergio R

Jul 30, 2017

Thank you! it is a very enrichment course.

創建者 Dan K H

Mar 03, 2017

Once again an excellent course, thank you!

創建者 Florian

Jul 03, 2016

Fantastic course with great visualizations

創建者 Efejiro A

Jul 02, 2018

A bit fast paced but excellent delivery.

創建者 Ayush J

Apr 19, 2018

Most things were covered . good lessons

創建者 Edgar I

Jan 01, 2017

Muy intuitivo y con excelentes ejemplos!

創建者 Sai K G

Feb 01, 2016

Course teaches basics of regression in R

創建者 Amit R

Jun 11, 2020

very nicely explained regression models

創建者 Chris

Nov 02, 2016

great introduction to regression models

創建者 Yubo Y

Apr 03, 2016

concise, practical and straight forward

創建者 UMAR T

Mar 19, 2020

excellent course taught by instructors

創建者 Rizwan M

Sep 10, 2019

excellent courseware with assignments

創建者 Sirsendu S

Aug 30, 2018

Lot of learning , a must take course

創建者 Vibhutesh K S

Feb 09, 2019

Nice outline for regression models.

創建者 ritesh k

Oct 21, 2018

fantastic course with great teacher