The Data Analyst's Guide to Cause and Effect
Language: English
Published by SAGE Publications Inc, US, 2027
- Softcover
- New
Seller: Rarewaves USA, HEBRON, KY, U.S.A.Rarewaves USA
AbeBooks seller since June 10, 2025
Condition: New
£ 55.43
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Add to basketItem description from seller
The Data Analyst's Guide to Cause and Effect offers a clear, practical roadmap built around the EEESI workflow-Estimand, Estimator, Estimate, Simulation-based Inference. This book provides a systematic approach to defining, estimating, and validating causal effects, allowing readers to learn to apply modern techniques and move beyond simple associations to make credible causal inferences that inform theory, policy, and practice.
Seller Inventory # LU-9798348848712
- Title
- The Data Analyst's Guide to Cause and Effect
- Author
- Theiss Bendixen, Benjamin Grant Purzycki
- Publisher
- SAGE Publications Inc, US
- Publication year
- 2027
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798348848712
- Item weight
- 200 grams
Built around the EEESI workflow―Estimand, Estimator, Estimate, Simulation-based Inference―this book provides a systematic approach to defining, estimating, and validating causal effects. Readers will learn to apply modern techniques such as g-methods, inverse probability weighting, poststratification, and multilevel modeling, while tackling challenges like confounding and missing data.
With hands-on examples in R, code snippets, and simulation exercises, this guide balances rigor with accessibility. Ideal for graduate courses and applied researchers, it equips readers to move beyond simple associations and make credible causal inferences that inform theory, policy, and practice.
"Synopsis" may belong to another edition of this title.
About the Author
volume, as well as more than 40 academic works, including tutorials, quantitative empirical papers, and technical commentaries. He consults on statistical modelling in both industry, academia, and non-profits, applying causal inference techniques across scientific disciplines. He currently works in the pharmaceutical sector.
Personal website: www.theissbendixen.com
Benjamin Grant Purzycki is Associate Professor at Aarhus University. He is a cognitive and evolutionary cultural anthropologist and focuses on the causal role of various demographic and cultural factors on human cooperation. He has conducted fieldwork in the Tyva Republic (Russia) and managed large, cross-cultural projects. His most recent books include The Minds of Gods: New Horizons in the Naturalistic Study of Religion (Bloomsbury), Ethnographic Free-List Data (Sage), and Morality and the Gods (Cambridge University Press).
Personal website: www.bgpurzycki.wordpress.com
"About the title" may belong to another edition of this title.
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