Linear Regression and Modeling

About this 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.

Created by: Duke University


Related Online Courses

This is a self-paced lab that takes place in the Google Cloud console. Learn how to develop an application to create PDFs on Google Cloud using Serverless technologies and Go.Created by: Google Cloud more
This specialization provides a deep dive into Java development for building scalable and robust web applications. Covering key topics such as the Spring Framework, Java EE best practices, and... more
Modern engineering research focuses on designing new materials and processes at the molecular level. Statistical thermodynamics provides the formalism for understanding how molecular interactions... more
In \"Architecting with Google Kubernetes Engine: Workloads,\" you\'ll embark on a comprehensive journey into cloud-native application development. Throughout the learning experience, you\'ll... more
Display problem-solving abilities in response to specific workplace situations and challenges. Speak publicly and present ideas and messages to audiences for goals of persuasion, information or... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL