How Do I Decide Which OpenIntro Statistics Textbook to Use?

Updated

Choose based on your course level and the approach you want students to learn. OpenIntro Statistics is the standard introductory college text, Introduction to Modern Statistics (IMS) is the modern, simulation-first alternative, Intro Stat for Life & Biomedical Sciences is the subject-specific option for health and biology students, and Advanced High School Statistics is the high-school-level text. All four are statistics books in OpenIntro's catalog, and every student gets immediate, perpetual, and free access to the PDF, with affordable print editions also available.

The four statistics options at a glance

Textbook Best for What makes it distinct
OpenIntro Statistics Standard intro college statistics course The conventional introductory text; the default choice when your syllabus follows a traditional sequence
Introduction to Modern Statistics Courses built around randomization and simulation Modern approach that teaches inference through simulation rather than only formula-driven methods
Intro Stat for Life & Biomedical Sciences Life science, pre-health, and biomedical students Subject-specific framing and examples for these students
Advanced High School Statistics Advanced high school courses Written for the high school level rather than college

OpenIntro also offers a separate randomization-and-simulation version of its intro statistics text (Intro Stat w/Randomization & Sim.), so the simulation-first approach is available both as its own book and as a variant of the standard intro text.

Match the book to your course

If you teach a standard introductory college course

OpenIntro Statistics is the safest fit. It is the general-purpose intro text, and OpenIntro states that each book has been successfully used at a wide range of schools. Choose it when your syllabus, department norms, or transfer expectations assume a conventional intro statistics sequence.

If you want a simulation-first course

Use Introduction to Modern Statistics. The key mechanism is that statistical inference is taught through randomization and simulation, so students build intuition by generating and comparing simulated distributions before or alongside formal methods. This suits instructors who want students to understand why a method works, not just apply a formula. If you prefer the traditional text but want to add simulation, the Intro Stat w/Randomization & Sim. variant lets you keep the familiar structure while shifting the inference approach.

If your students are in life or biomedical sciences

Intro Stat for Life & Biomedical Sciences keeps the statistics content but frames it for these students, which matters when examples and motivation drive engagement. Choose it when most of your class is pre-health or biology-focused and a general intro text would feel disconnected from their field.

If you teach advanced high school students

Advanced High School Statistics is written for that level. Use it rather than a college text when you need pacing and presentation calibrated to high school students, including AP-style courses.

What every option includes

  • Free PDF access: every student has immediate, perpetual, and free access to the PDF of the book you assign.
  • Affordable print: each book is also available in print at an affordable price. OpenIntro is a 501(c)(3) nonprofit, and print sales fund the expansion of the textbooks it supports.
  • Supporting resources: OpenIntro features supporting materials such as slides and videos.
  • Teacher access: verified teachers can request desk copies, access solutions for statistics textbooks, review sample exams, and more through teacher registration.

How to make the final call

  1. Confirm the course level. College → one of the three college texts; advanced high school → Advanced High School Statistics.
  2. Decide the inference approach. Traditional formula-based sequence → OpenIntro Statistics; simulation and randomization → Introduction to Modern Statistics (or the randomization variant of the intro text).
  3. Check your audience. Mostly life and biomedical students → Intro Stat for Life & Biomedical Sciences.
  4. Verify teacher materials. Register as a teacher to confirm desk copies, solutions, and sample exams are available for the book you plan to use before you commit.
  5. Review the free PDF. Since access is free and immediate, read the chapters you will teach before adopting.

If you are still unsure between the general intro text and the modern approach, the deciding question is simple: do you want students to learn inference primarily through formulas, or primarily through simulation? Answer that, and the choice between OpenIntro Statistics and Introduction to Modern Statistics follows.