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Learner Reviews & Feedback for Linear Regression and Modeling by Duke University

4.7
stars
1,544 ratings
286 reviews

About the Course

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....

Top reviews

TM
Jul 21, 2020

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
May 23, 2017

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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276 - 284 of 284 Reviews for Linear Regression and Modeling

By Brandon F

Oct 16, 2017

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

Nov 8, 2019

lectures are great.

but no tutor answers my question posted in discussion board.

By Zhao L

Aug 9, 2016

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

By Kshitij T

Nov 3, 2017

Only contains linear regression as opposed to other model types

By 楼啸

Aug 20, 2019

The grading is just so annoying

By Stan M

Feb 15, 2021

dropped

By Farabe K A

Jun 16, 2020

Average

By Jyotir P

May 3, 2020

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

Jun 30, 2019

not so good