Regression Modeling in Practice

课程

英语

20 时

来源

来自www.coursera.org

状况

自定进度
免费获取
收费证书

更多信息

4 序列
等级介绍

Their employees are learning daily with

Learn more

课程详情

教学大纲

Week 1 - Introduction to Regression
This session starts where the Data Analysis Tools course left off. This first set of videos provides you with some conceptual background about the major types of data you may work with, which will increase your competence in choosing the statistical analysis t...
Week 2 - Basics of Linear Regression
In this session, we discuss more about the importance of testing for confounding, and provide examples of situations in which a confounding variable can explain the association between an explanatory and response variable. In addition, now that you have statis...
Week 3 - Multiple Regression
Multiple regression analysis is tool that allows you to expand on your research question, and conduct a more rigorous test of the association between your explanatory and response variable by adding additional quantitative and/or categorical explanatory variab...
Week 4 - Logistic Regression
In this session, we will discuss some things that you should keep in mind as you continue to use data analysis in the future. We will also teach also you how to test a categorical explanatory variable with more than two categories in a multiple regression anal...

先决条件

没有。

讲师

Jen Rose
Research Professor
Psychology

Lisa Dierker
Professor
Psychology

编辑

At Wesleyan, distinguished scholar-teachers work closely with students, taking advantage of fluidity among disciplines to explore the world with a variety of tools. The university seeks to build a diverse, energetic community of students, faculty, and staff who think critically and creatively and who value independence of mind and generosity of spirit.