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学生对 Duke University 提供的 Linear Regression and Modeling 的评价和反馈

4.8
1,787 个评分

课程概述

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....

热门审阅

MN

Aug 2, 2023

Amazing course! Learned so much and can't wait to apply it as a (hopeful) Duke student. Makes me even more thrilled to apply as a statistical science major this fall 2024!

LD

May 14, 2020

It has been a great adventure so far. I still greatly appreciate how final projects are constructed that gives us freedom to choose our approach to the problems within the data set.

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326 - Linear Regression and Modeling 的 336 个评论(共 336 个)

创建者 Micah H

Apr 30, 2018

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.)

创建者 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.

创建者 Maeve B

Jul 12, 2022

some labs and quizzes not labelled correctly i.e. week 1 quiz in week2, week 1 and 2 lab in week 3

创建者 Jingyi Y

Nov 7, 2019

lectures are great.

but no tutor answers my question posted in discussion board.

创建者 Zhao L

Aug 9, 2016

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

创建者 Kshitij T

Nov 3, 2017

Only contains linear regression as opposed to other model types

创建者 Trần A Q

Apr 17, 2025

Need more exercises and clearer instruction

创建者 楼啸

Aug 20, 2019

The grading is just so annoying

创建者 Stan M

Feb 14, 2021

dropped

创建者 Farabe K A

Jun 16, 2020

Average

创建者 Naivadhya J

Jun 29, 2019

not so good