How to Analyse Categorical Data...
...The Right Way!
Video lessons
Articles
Downloadable resources
Certificate of completion
Interactive experience
Perfect for beginners
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- Description
- Content
- Outcomes
- CertificatE
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Your Curriculum
**Disclaimer**
This course is a work in progress. As a consequence of your feedback, the following curriculum may be subject to change...
...for the better!
0
Introduction
Getting started, and learning what this course is all about and - just as importantly - what it isn't about!
Open Access
What’s in this course, and what isn’t
Mission Statement
Road Map
1
Understanding Categorical Data
In this chapter you'll learn the fundamentals of categorical data, and how to handle Ordinal and Nominal data.
Open Access
What is a Survey?
Introduction to Categorical Data
Introduction to Likert Scales
My Experiences with Scale Data
Chapter 1 Road Map Review
2
Handling Categorical Data in Excel
The focus in this chapter is on handling categorical data in each situation that you will encounter.
Free Plan
How to create dummy variables
The importance of Descriptive Statistics
Calculating and understanding descriptive statistics of numerical categorical data
Calculating and understanding descriptive statistics of textual categorical data
Creating combined categories
Road Map Review
3
Pairwise Analysis of Categorical Data in Excel
In this chapter you'll learn everything you need to know about pairwise analysis.
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Introduction to Contingency Tables
Introduction to Observed and Expected Values
How to Calculate Residuals
How to Calculate Chi-Squared and p-values
How to Interpret Contingency Tables
Chapter 3 Road Map Review
4
The 2x2 Contingency Table
In this chapter you'll learn everything you need to know about contingency tables.
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Introduction to 2x2 Contingency Tables
The Tea Lady - Introducing Fisher's Exact Test
Explaining Fisher's Exact Test
How to Interpret p-values
Comparison of Fisher's Exact Test and Chi-Squared Test
Introduction to Odds Ratios
Discussion of multiple testing
Chapter 4 Road Map Review
5
Visualising Relationships
The focus in this chapter is on how to visualise your results in the best way to aid knowledge & understanding.
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Chapter Road Map
Introduction to the Correlation Matrix
Introduction to Node-Link diagrams
Road Map Review
Feedback
6
Course Review
Finally, we will review the whole course to reinforce what we've learnt - and then celebrate the end of the course!
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Course Road Map
Understanding Categorical Data
Handling Categorical Data
Pairwise Analysis
2x2 Contingency Tables
Visualising Relationships
Road Map Review
Course completion certificate
Feedback
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