Hypothesis Testing 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

Hypothesis testing allows for you to ask statistically sound questions about your data. This course will show you how to use commonly used tests like chi-square, proportion and t-tests. These tests will be explained in great detail, and you'll also learn the assumptions behind them. Use the "There's only a test" framework to learn how different hypothesis tests relate. Non-parametric tests can be used to bypass the traditional requirements of hypothesis tests. Throughout the course, you'll be able access a Stack Overflow survey as well as a database of late shipments to medical supplies.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Introduction to Statistics in R

Sampling in R

What You Will Learn

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests

Throughout the course, you'll explore a Stack Overflow user survey, and a dataset of late shipments of medical supplies

You'll also learn how different hypothesis tests are related using the "There is only one test" framework, and use non-parametric tests that let you side-step the requirements of traditional hypothesis tests

You'll gain a deep understanding of how they work, and the assumptions that underlie them

Course Content

Expand all sections

Module 1: Yum, That Dish Tests Good

Module 2: Pass Me ANOVA Glass of Iced t

Module 3: Letting the Categoricals Out of the Bag

Module 4: Time to Define the Relationship

Course Instructors

Richie Cotton

Curriculum Architect at DataCamp

Richie is a Learning Solutions Architect at DataCamp. He has been using R since 2004, in the fields of proteomics, debt collection, and chemical health and safety. He has released almost 30 R package...