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学生对 Johns Hopkins University 提供的 Regression Models 的评价和反馈

4.4
3,370 个评分

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.

AC

Aug 10, 2017

Regression analysis is something that is kind of easy for people to understand (outcome and predictor - people get that!). It's easy to explain to people. So much practice using the lm function!

筛选依据:

101 - Regression Models 的 125 个评论(共 562 个)

创建者 Marco B

Dec 21, 2017

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

it helped me improve my daily data analysis!

创建者 weiting L (

Oct 27, 2016

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

创建者 Greg A

Feb 22, 2018

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

创建者 Nilrey J D C

Oct 29, 2017

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

;)

创建者 Hewan D

Mar 4, 2021

I am so happy taking this course. This will open loads of doors for my data analysis. Thank you so much.

创建者 Carlos M

Jul 11, 2017

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

创建者 Robert W S

Nov 21, 2016

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

创建者 André C L

Dec 13, 2018

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

创建者 Irene R

Apr 23, 2018

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

创建者 Berthold J

Jun 24, 2017

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

创建者 ewa w

Mar 9, 2017

Very Challenging Course

Very well presented

Great material/source of information for study

Loved It !

创建者 Thomas A

Oct 12, 2019

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

创建者 Кирилл С

Sep 30, 2019

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

创建者 MUZAFFAR B H -

Oct 14, 2017

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

创建者 Laura N M

Aug 27, 2020

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

创建者 Ignacio O

Jul 30, 2018

Excellent course!

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

创建者 Ric J A N

Aug 6, 2017

The course is comprehensive in its presentation. Ideas can be easily grasp and replicated.

创建者 George P

Mar 7, 2019

Great course for beginners, but definitely not for people with no mathematical background!

创建者 sneha

Jan 23, 2019

Amazing course ! finally I have learned how to implement regression in real world analysis

创建者 Carlos A R C

Sep 23, 2020

Excellent course. Best of all the Data Science specialization. Good, very good professor.

创建者 Bruno R S

Mar 4, 2019

A deep review on linear, logistic and regression models. The critical tool for modelling.

创建者 Puri V

Nov 13, 2019

Es un gran curso para aprender, junto con el resto de los cursos de la especialización.

创建者 Channaveer P

Oct 12, 2019

Amazing course... good learning experience. Very useful for my role in my Organization.

创建者 Juan P L R

Nov 26, 2020

Great introduction to regression models, and its application in R. Highly recommended.

创建者 Andrew V

May 14, 2017

Nicely presented and understandable course with a challenging an interesting project.