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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
3,286 个评分
565 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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151 - 回归模型 的 175 个评论(共 546 个)

创建者 Sergio A

Dec 31, 2017

We learn some basic econometrics in this class and how to do basic regression mdels

创建者 Sandhya A

Jun 2, 2018

Learned a lot about various regression model, concept like fitting and overfitting

创建者 Christian H

Aug 22, 2017

Great course; practical introduction to regression models at the university level.

创建者 Roberto D

Jun 21, 2017

Concepts explained and illustrated very well to understand how variables differ.

创建者 Harris P

Dec 19, 2016

Was tough but thoroughly had fun completing it. Its a cleverly designed course.

创建者 Erich F G

Mar 20, 2018

Challenging course. Brought back memories of graduate school in the early 90s

创建者 Carlos A C Z

Jan 15, 2018

This was a good course. I learn a lot making the final Project of the course

创建者 Raunak S

Nov 10, 2018

a very good course before digging deeper into Data Science advanced topics.

创建者 Zhiming

Sep 26, 2017

This course is not as tough as the statistics class. Easier to understand.

创建者 SATHYANARAYANAN S

Sep 10, 2017

Very good for anyone wanting to get into the field of Data Science using R

创建者 Vitalii S

Jul 20, 2017

I liked this course, but I would like that last task be more complicated.

创建者 Joe B

Jan 30, 2016

Great course with a thorough introduction to regression and linear model.

创建者 Jay S

Jul 29, 2016

Very informative and detailed explanation of how regression model works!

创建者 Mayank C

Feb 25, 2016

Very comprehensive course for developing the basics of regression models

创建者 Mateo C T

Feb 11, 2021

Excellent course, gives the necessary inputs to start in this matter.

创建者 Shubham S Y

Jun 26, 2017

Good for clearing out your basic Regression doubts and that too in R!

创建者 Kyle H

Apr 2, 2018

A great, quick treatment of the major touch points of linear models.

创建者 N S N

Jan 2, 2018

Very Exciting Journey of learning and thoroughly enjoyed the course.

创建者 Sabawoon S

Sep 12, 2017

Excellent course, it could be improved with more practical examples.

创建者 Rodrigo P

Aug 3, 2017

Very interesting topics and discussions, but not easy to understand.

创建者 Bojan B

Oct 14, 2018

Great course with great materials. Easy to understand and to learn.

创建者 陈颐欢

Jun 29, 2018

Basic idea about regression , it's very useful for beginner like me

创建者 Wesley E

Feb 15, 2016

Great introduction and plenty of resources for more in depth study.

创建者 Ayushmaan D V

Aug 4, 2020

This course serves as a great introduction to regression modelling

创建者 Amanyiraho R

Jan 13, 2020

Gives you the best understanding of the roots of regression models