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Active Statistics: Stories, Games, Problems, and Hands-on Demonstrations for Applied Regression and Causal Inference

SKU: 9781009436212

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A practical guide to applied regression and causal inference featuring interactive stories, games, and hands-on demonstrations. Written by leading statisticians Andrew Gelman and Aki Vehtari, this book makes complex statistical concepts accessible through engaging, real-world examples.

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Description

Active Statistics revolutionizes the way students and practitioners learn regression and causal inference through innovative storytelling and interactive demonstrations. Unlike traditional textbooks, this book by renowned statisticians Andrew Gelman and Aki Vehtari combines narrative-driven case studies with practical games and hands-on problems that reinforce statistical thinking.

The book covers essential topics in applied regression analysis and causal inference, presenting them through engaging scenarios that highlight real-world applications. Readers will develop intuition about statistical concepts while working through problems that encourage active participation and deep learning. The combination of stories, computational examples, and interactive elements makes complex statistical ideas accessible to students at all levels.

Perfect for anyone looking to move beyond passive learning, this resource is ideal for university courses, professional development, and independent study in statistics and data analysis.

Additional information

Author

Andrew Gelman, Aki Vehtari

Publisher

‏ : ‎ Cambridge University Press

ISBN

9781009436212

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