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Causal Inference

The Mixtape
4.39 goodreads logo

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( 248 ratings, 27 reviews)
Book Hero Magic crafted this summary to help describe this book. While it's new and still learning, it may not be perfect - your feedback is welcome! Summary
Causal Inference by Scott Cunningham is an accessible, contemporary introduction to the methods used to determine cause and effect in social sciences. The book explores how social scientists identify true causation amidst complex data, examining real-world examples such as the effects of minimum wage changes on employment and malaria nets on economic growth. It equips readers with various modelling techniques and step-by-step coding instructions in R and Stata, making advanced methods approachable for students and practitioners.
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Format: Paperback / softback
$6899
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?

Ideal for students and researchers in social sciences, economics, public policy, and statistics who seek a practical introduction to causal inference methods. Also suitable for practitioners wanting to apply rigorous analytical techniques to real-world problems using coding tools like R and Stata.

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An accessible and contemporary introduction to the methods for determining cause and effect in the social sciences

Book Hero Magic formatted this description to make it easier to read. While it's new and still learning, it may not be perfect - your feedback is welcome! Description

An accessible, contemporary introduction to the methods for determining cause and effect in the social sciences

“Causation versus correlation has been the basis of arguments—economic and otherwise—since the beginning of time. Causal Inference: The Mixtape uses legit real-world examples that I found genuinely thought-provoking. It’s rare that a book prompts readers to expand their outlook; this one did for me.”—Marvin Young (Young MC)

Causal inference encompasses the tools that allow social scientists to determine what causes what. In a messy world, causal inference is what helps establish the causes and effects of the actions being studied—for example, the impact (or lack thereof) of increases in the minimum wage on employment, the effects of early childhood education on incarceration later in life, or the influence on economic growth of introducing malaria nets in developing regions.

Scott Cunningham introduces students and practitioners to the methods necessary to arrive at meaningful answers to the questions of causation, using a range of modeling techniques and coding instructions for both the R and the Stata programming languages.

Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?

Praised as an engaging and accessible guide, this book is noted for its clear explanation of statistical methods relevant to causal inference. Reviewers commend Cunningham's use of genuine real-world examples that provoke thought and broaden outlooks. It is described as a rare treatise that suits both students and practitioners, providing them with essential skills to critically evaluate policies and practices. The LSE Review of Books highlights its usefulness to social scientists seeking to validate quantitative findings.

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Book Details

INFORMATION

ISBN: 9780300251685

Publisher: Yale University Press

Format: Paperback / softback

Date Published: 16 February 2021

Country: United States

Imprint: Yale University Press

Illustration: 119 b-w illus.

Audience: Tertiary education, Professional and scholarly

DIMENSIONS

Spine width: 30.0mm

Width: 140.0mm

Height: 216.0mm

Weight: 250g

Pages: 584

About the Author

Scott Cunningham is professor of economics at Baylor University. He is also coeditor of The Oxford Handbook of the Economics of Prostitution.

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