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The Effect: An Introduction to Research Design and Causality Paperback - 2022
by Nick Huntington-Klein
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- Title The Effect: An Introduction to Research Design and Causality
- Author Nick Huntington-Klein
- Binding Paperback
- Pages 646
- Volumes 1
- Language ENG
- Publisher CRC Press
- Date 2022-01-05
- Illustrated Yes
- Features Bibliography, Illustrated, Index
- ISBN 9781032125787 / 1032125780
- Weight 2.43 lbs (1.10 kg)
- Dimensions 10 x 7 x 1.3 in (25.40 x 17.78 x 3.30 cm)
- Library of Congress subjects Causality (Physics), Design - Research
- Library of Congress Catalog Number 2021032146
- Dewey Decimal Code 530.01
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The Effect : An Introduction to Research Design and Causality
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New. 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? Key Features: * Extensive code examples in R, Stata, and Python * Chapters on overlooked topics in econometrics classes: heterogeneous treatment effects, simulation and power analysis, new cutting-edge methods,…
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The Effect
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Paperback / softback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; 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 approa
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