Hands On Training

Correlation and Regression in R

via

DataCamp

Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

Data analysis is about understanding the relationships among variables. Multivariable data analysis requires sophisticated tools, but allows for richer comparisons. This course will help you identify relationships between numerical quantities. These relationships will be illustrated using simple linear regression models and summary statistics.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Exploratory Data Analysis in R

What You Will Learn

In this course, you will learn how to describe relationships between two numerical quantities

You will characterize these relationships graphically, in the form of summary statistics, and through simple linear regression models

Course Content

Expand all sections

Module 1: Visualizing two variables

Module 2: Correlation

Module 3: Simple linear regression

Module 4: Interpreting regression models

Course Instructors

Ben Baumer

Assistant Professor at Smith College

Ben is an Assistant Professor in the Statistical Data Sciences Program at Smith College. He completed his Ph.D. in Mathematics at the Graduate Center of the City University of New York in 2012. He is...