The effect : an introduction to research design and causality / Nick Huntington-Klein.

Author/creator Huntington-Klein, Nick author.
Format Electronic
PublicationBoca Raton : Chapman and Hall/CRC Press, 2022.
Copyright Date©2022
Description1 online resource (xxvi, 619 pages) : illustrations
Supplemental ContentDirect link to eBook
Subjects

Abstract "The Effect: An Introduction to Research Design and Causality is about research design, specifically concerning research that uses observational data to make a causal inference. It is separated into two halves, each with different approaches to that subject. The first half goes through the concepts of causality, with very little in the way of estimation. It introduces the concept of identification thoroughly and clearly and discusses it as a process of trying to isolate variation that has a causal interpretation. Subjects include heavy emphasis on data-generating processes and causal diagrams. Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data. When we "add a control variable" what does that actually do?"-- Provided by publisher.
Bibliography noteIncludes bibliographical references and index.
Biographical noteNick Huntington-Klein is a professor of economics at Seattle University specializing in the study of the education system and applied econometrics. He is known as someone who can clearly explain complex topics in econometrics, and his teaching materials have been shared online tens of thousands of times. To his great anguish, his toddler daughter refuses to learn about sampling variation and would rather listen to that one Moana song on repeat.
Source of descriptionDescription based upon online resource; title from PDF title page (viewed Janurary 3, 2022).
Issued in other formPrint version: Huntington-Klein, Nick. Effect. Boca Raton, FL : CRC Press, 2022 9781032125787
LCCN 2021032147
ISBN9781003226055 (electronic book)
ISBN1003226051 (electronic book)
ISBN9781000509144 (electronic book PDF)
ISBN1000509141 (electronic book PDF)
ISBN9781000509229 (electronic book EPUB)
ISBN1000509222 (electronic book EPUB)
ISBN(paperback)
ISBN(hardcover)
Stock number9781003226055 Taylor & Francis

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