Advanced High School Statistics

AHSS is designed to align with the AP® Statistics curriculum and is widely used in high school and 2 year colleges

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The 3rd Edition is now available!

Amazon KDP raised book print prices by ≈40% in mid-June, and they also subsequently removed free shipping from our books by pushing the minimum free shipping price up to $35 from what had been $25 (our account appears to be in the early phase of this price hike rollout, so others should expect to see this change rolled out to them soon). These changes will net Amazon over $50,000 per year from sales on OpenIntro books alone, and we expect that OpenIntro will lose money as a result of reduced sales.

We are actively exploring alternative printers to Amazon that provide better quality books as well as selling more books outside of Amazon at what we estimate will be $35 for a full-color hardcover, including shipping costs. We anticipate trialing this new approach in 2024 with one or more titles.

All of our website / resource links to Amazon are affiliate links. When you shop on Amazon using these links, we receive a small commission at no extra charge to you.

 FREE -- Advanced High School Statistics PDF (3rd Edition)

If you want to skip the optional contribution, set the price to $0

 Book PDF (3rd Ed) for High School Students

Direct download for high school students

 $25 -- B&W paperback (3rd Edition)

Released in May 2022. Will become main link in mid June.

 FREE -- Book PDF Best for Screen Readers

More detailed table of contents, extra text to ease aid navigation (e.g. explicitly noting when an example starts and ends), and "alt text" for all images. Note that page numbers do *not* alignn with the original PDF, so please use section, figure, example, et al numbers for referencing and navigation. Please send feedback via the openintro.org/contact page.

AP® Stats curriculum and AHSS3 content alignment

For use with Advanced High School Statistics textbook

AP® Stats curriculum and AHSS2 content alignment

For use with Advanced High School Statistics textbook

Learning objectives (3rd Edition)

What we hope students will learn from these resources

Send feedback or report a typo

We appreciate feedback, both positive and negative

List of known textbook typos (3rd Edition)

Review textbook typos and clarifications

Data sets

List of data sets and the option to download files

Where to find more data sets

An incredible list of data organized by Shonda Kuiper


2nd Edition


Graphing Calculator Guides


Teachers: General Resources


What is Statistics?


Chapter 1: Intro to Data


Chapter 2: Summarizing Data


Chapter 3: Probability and probability distributions

 Videos for some sections

Probability: 10 videos

 Slides for each section  

Google Slides & LaTeX variants available

 Lab - Probability

Software: R (Base), R (Tidyverse), Rguroo, Jamovi, JASP, Python, SAS, Stata


Chapter 4: Sampling distributions


Chapter 5: Foundations for Inference


Chapter 6: Inference for Categorical Data


Chapter 7: Inference for Numerical Data


Chapter 8: Introduction to Linear Regression


More Student Resources


Course Resources


More Free Books


Topics Beyond AP Stats