Linear Regression and Modeling に戻る

4.7
1,576件の評価
293件のレビュー

## コースについて

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test score for a child based on certain characteristics of his or her mother? In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio....

## 人気のレビュー

TM

2020年7月21日

A great primer on linear regression with labs that help to establish understanding and a project that is focused enough not to be overwhelming, and allows the learner to play around with the concepts

PK

2017年5月23日

Very good course taught by Dr. Mine who is as always a very good teacher. The videos are very eloquent and easy to understand. Highly recommend it if you are looking for a basic refresher course.

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## Linear Regression and Modeling ： 276 - 291 / 291 レビュー

by Daniel C

2017年4月19日

Very useful insights and lea

by Lalu P L

2019年4月21日

Could be more informative

by Syed M R A

2018年3月20日

Awesome course.

by Toan L T

2018年12月11日

A good course

by Ananda R

2018年3月14日

excellent

by Micah H

2018年4月30日

Other nits about the depth and breadth of the course aside, I thought it was a good course. The main critique I have to offer is the lack of emphasis of using the power of R. When teaching model selection, the course should have at least provided instruction—or at least a written resource—on how to write the R code for automating forward/backward selection by R^2.* Being a course about using R as well as about linear regression and modeling, it seems like the appropriate thing to do.

(*A classmate whose final project I peer-reviewed used for loops to run the forward model selection based on R^2. That's how I learned about it.)

by Liam J K

2020年3月19日

Overall it covers everything that you would want this course to.

However, I was a complete beginner when starting this course, and as a result I regularly got confused (especially when it came to coding in R)

3/5 stars for me

by Brandon F

2017年10月16日

Provides a good overview, but I felt some loose ends were not addressed in terms of how stringent the conditions need to be met, and if one can use MLR when this is not the case.

by Jingyi Y

2019年11月8日

lectures are great.

but no tutor answers my question posted in discussion board.

by Zhao L

2016年8月9日

Covers the basic of Linear Regression, would like to see more advanced material.

by Kshitij T

2017年11月3日

Only contains linear regression as opposed to other model types

by 楼啸

2019年8月20日

The grading is just so annoying

by Stan M

2021年2月15日

dropped

by Farabe K A

2020年6月16日

Average

by Jyotir P

2020年5月3日

The course required no prerequisites, but no one can complete the course without actually completing the courses preceding this in the specializing series.

by Naivadhya J

2019年6月30日

not so good