Statistics

Examples of statistical analysis

These notebooks describe how to undertake statistical analyses introduced as examples in the Ninth Edition of Introduction to the Practices of Statistics (2017) by Moore, McCabe and Craig. The notebooks are organised in the same manner as the chapters of the book. The data comes from the site IPS9 in R by Nicholas Horton.

To run the notebooks you will have to install a third-party library, common-lisp-jupyter. See the cl-jupyter installation page for how to perform the installation.

After installing cl-jupyter, clone the IPS repository into your ~/common-lisp/ directory.

Note

Be careful when upgrading common-lisp-jupyter. Breaking changes are often introduced without warning. If you experience problems, use cl-jupyter revision b1021ab by using the get checkout command.

Looking at data

Chapter 1 – Distributions : Exploratory data analysis using plots and numbers
Chapter 2 – Data Relationships : Examining relationships between variables

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Last modified 29 December 2023: Plot v2 and associated updates (7b917e1)