Cause, Effect, and Everything in Between: An Introduction to Causal Inference

Cause, Effect, and Everything in Between introduces readers to causal inference: the science of cause-and-effect. Using examples and case studies, Aboozar Hadavand provides an accessible introduction to the fundamental concepts and methodology of causal inference. By the end of the book, readers are equipped to interpret and assess causal claims in scientific research and political arguments, thus able to make better-informed decisions. A practical guide to understanding the science of cause-and-effect for everyday decision-making.In Cause, Effect, and Everything in Between, Aboozar Hadavand provides an easy-to-read and non-technical foundation to causal inference, especially for readers without a strong background in math and statistics. Rather than using statistical equations and mathematical theory, Hadavand focuses on developing readers'' ability to analyze causal questions through a causal perspective. Using relatable examples, including the myth of the Swimmer''s Body Illusion, the relationship between sleep apnea and growing a beard, and the relationship between smoking and dementia, Hadavand simplifies complex causal ideas.The book starts by defining the fundamental concepts of causality, such as causal questions, causes, and effects. It then explores different types of causal inference problems, graphical tools for expressing causality, the shortcomings of randomized trials, and methods for inferring causality from observational data. Further, Hadavand debunks common misconceptions and teaches readers to differentiate between correlation and causation at a deep level by simplifying the concept of confounding bias and causal graphs. A concise and accessible introduction to causal inference that also includes end-of-chapter case studies with answers, this book equips readers to understand and critique scientific findings involving causal claims.

• | Author: Aboozar Hadavand
• | Publisher: Oxford University Press Inc
• | Publication Date: Oct 20, 2025
• | Number of Pages:
• | Language:
• | Binding: Paperback / softback
• | ISBN-13: 9780197801789
• | ISBN-10: 0197801781