Engaging and interactive learning: Promotes hands-on exploration with simulations, real-world data, and active learning exercises, making statistical concepts accessible and practical.

Early focus on inference: Introduces statistical inference from the beginning, reinforcing core concepts through a spiral approach that builds understanding across topics.

Simulation-driven approach to inference: Uses intuitive simulations and randomization tests to establish a strong conceptual foundation, guiding students naturally into formal inference methods.

Real-world data integration: Features authentic data from diverse studies, showing the importance of statistics in impactful decision-making.

Active learning with real investigations: Each chapter includes full investigations and critical thinking exercises, helping students apply statistics in real contexts and deepen their understanding.