Introduction to Statistics
Student Enhanced Edition
This edition began as an open-access textbook and was remastered in 2026 to give students a single cohesive resource — clearer worked examples, modern notation, embedded context pauses and insight notes — without changing the underlying mathematics. The exposition is sharpened; the substance is preserved.
— Steven Huff, Curriculum Designer
The Source
The original textbook this remix builds upon.
- OpenStax Introductory Statistics 2e CC BY-NC-SA 4.0.
The Remix
AI-assisted remastering for clarity and modern pedagogy.
Each section was processed through an authored AI pipeline: notation was modernized for consistency, worked examples were rebuilt for stepwise clarity, and a layer of context pauses and insight notes was woven through the prose.
The mathematics is unchanged; the explanation is sharpened.
The Curator
Steven Huff — educator, curriculum designer, instructional technologist.
Steven Huff is an educator and curriculum designer focused on building bridges between abstract mathematics and student intuition — through innovative curriculum, instructional technology, and hands-on learning at the high school and college level.
The License
CC BY-NC-SA 4.0
All source works are licensed under CC BY-NC-SA 4.0.
The remix curation, structural edits, and remastered content are offered under CC BY-NC-SA 4.0.
You are free to share, adapt, and build upon this material, provided appropriate credit is given to both the original authors and the remix curator, and provided you honour each source work's own terms where they are more restrictive.
NonCommercial: this material may not be sold, placed behind a paywall, or used primarily for commercial advantage or monetary compensation. It may be hosted publicly and read, downloaded, and taught from free of charge by any number of people — the restriction is on commercial purpose, not on audience size or distribution.