Chevron Left
返回到 回归模型

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
3,162 個評分
529 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
2017年12月16日

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
2017年1月31日

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:

101 - 回归模型 的 125 個評論(共 509 個)

創建者 Daniel A S

2020年6月10日

Very good and complete, the professor is very clear in his explanations and very helpful for data science applications.

創建者 Ekaterina S

2019年5月12日

It was a very usefull course. It is a very good approach to the theme - the main essence without much math difficulty.

創建者 Ivana L

2016年1月30日

One of the most valuable course in series. Also one of the hardest, expecially if you are newbie to regression models.

創建者 Marco B

2017年12月21日

very useful! it provides both theoretical framework and practical skills!

it helped me improve my daily data analysis!

創建者 weitinglin

2016年10月27日

nice and practical class! I think if provide some recommend reading may create more deeper insight in regression

創建者 Joseph R

2016年3月3日

A very well organized course with nice simple explanations and introductions into the world of regression models

創建者 Gregorio A A P

2017年8月26日

Excellent, but I would be grateful if you could translate all your courses of absolute quality into Spanish.

創建者 marcelo G

2016年8月14日

Outstanding material with different levels of difficulty and depth on the subject. Great source material.

創建者 Greg A

2018年2月22日

I thought I understood regression, but this course help me gain new insights and really sharpen my skills

創建者 Nilrey J D C

2017年10月29日

Very concise and informative. This gives me a good review in my college statistics regression subjects

;)

創建者 Erika G

2016年6月27日

I had a lot of fun in this course. The exercises in the text and quizzes help me understand the concepts

創建者 Carlos M

2017年7月11日

I learned a lot of theory and practical applications of residuals. The swirl assignments were great too!

創建者 Robert W S

2016年11月21日

Excellent course. Might be difficult to get full value of information without prior exposure/background.

創建者 André C L

2018年12月13日

very good practical approach, with good theoretical coverage of most important principles of regression

創建者 Irene R

2018年4月23日

Very good course, i learnt a lot. Looking forward to take more advanced courses on regression models.

創建者 Berthold J

2017年6月24日

Very good lecture and also decent level of difficulties that requires to think/read additional stuff.

創建者 Eva W

2017年3月9日

Very Challenging Course

Very well presented

Great material/source of information for study

Loved It !

創建者 hyunwoo j

2016年3月16日

easy to understand and full of new idea about using R.

especially 'manipulate' package is very useful

創建者 Thomas A

2019年10月12日

A good review of regression that allows the student to apply practical implementations in R Studio

創建者 Сетдеков К Р

2019年9月30日

It was rather hard and time consuming, but I learned a lot about poisson and binomial regressions.

創建者 Carlos A D V

2018年7月26日

The best course of the Data Science Specilization until now and by far. Very practical and useful!

創建者 Ahmed M K

2017年6月20日

One of the best courses on Coursera for sure. Thank you so much. Regression has never been easier.

創建者 Muzaffar H

2017年10月14日

A very good data analysis course, highly useful for quantitative method and empirical findings.

創建者 Laura N M

2020年8月27日

The course present a good overview for linear models, including the generalized linear models.

創建者 Ignacio O

2018年7月30日

Excellent course!

I learned a lot of techniques and understood the basics of Regression Models.