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学生对 约翰霍普金斯大学 提供的 回归模型 的评价和反馈

4.4
3,301 个评分
567 条评论

课程概述

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....

热门审阅

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.

DA

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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176 - 回归模型 的 200 个评论(共 548 个)

创建者 Illich M

Jun 15, 2017

Tough course! I had to take it a couple of times to understand it.

创建者 JI 吉 力

Sep 28, 2016

I really learned some useful knowledge and codes from this course!

创建者 John C

Dec 11, 2016

Hard but rewarding work that I think is perfect for Data Science.

创建者 Charbel L

Aug 20, 2019

Very comprehensive introduction to regression models. Well done!

创建者 Laro N P

Jun 19, 2018

More examples and exercises wil be better but is a great course.

创建者 Shashikesh M

Jul 27, 2017

One of the most required skill set in the field of data science.

创建者 Nicholas T

Jun 29, 2020

Great course!

Lot's of effort put in by the lecturers. Thank you

创建者 Prakhar P

May 10, 2018

The concepts are explained in a very concise and crisp manner.

创建者 Jonathan S

Aug 4, 2021

Very good course. Covered all the basics of regresson models

创建者 Light0617

Dec 28, 2016

great courses!!! very practical but no a lot of mathemetics

创建者 Enrique A M

Oct 4, 2020

Mil Gracias maestros, Maestro Roger, Mil Gracias Coursera.

创建者 Winston P

Nov 10, 2016

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

创建者 Mario P

Oct 22, 2018

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

创建者 Tine M

May 11, 2018

Definitely a difficult course but a very interesting one.

创建者 Wei L

Oct 12, 2017

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

创建者 Changkeun K

Sep 11, 2017

nice course. it requires knowledge of statistics a lot.

创建者 Giovanni M C V

Feb 16, 2016

Excellent course with great didactic. Congratulations!

创建者 李俊宏

Sep 4, 2017

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

创建者 Sidney d S P B

Dec 26, 2020

The professor Brian Caffo is excelent and the best!

创建者 David R

Dec 5, 2018

Great course, well taught with very useful examples

创建者 Javier E S

Jul 15, 2018

Excellent course. Thank you Brian, Jeff and Roger.

创建者 Jose F V G

Dec 23, 2018

So far so good; key concepts explained in detail.

创建者 Shivanand R K

Jun 21, 2016

Great and Excellent thoughts and course material.

创建者 Robert H

Dec 1, 2015

A few glitches, but excellent like all the other

创建者 Henrique d S A

Feb 26, 2018

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