Verwandte Artikel zu The Effect: An Introduction to Research Design and...
Inhaltsangabe
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, and uncomfortable ignored assumptions
- • An easy-to-read conversational tone
- • Up-to-date coverage of methods with fast-moving literatures like difference-in-differences
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Über die Autorin bzw. den Autor
Nick 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.
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- VerlagRoutledge
- Erscheinungsdatum2021
- ISBN 10 1032125780
- ISBN 13 9781032125787
- EinbandTapa blanda
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten646
- Kontakt zum HerstellerNicht verfügbar
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The Effect: An Introduction to Research Design and Causality
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Chapman and Hall/CRC (edition 1), 2022
ISBN 10: 1032125780
ISBN 13: 9781032125787
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Kartoniert / Broschiert. Zustand: New. Nick 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 mat. Bestandsnummer des Verkäufers 516873092
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Taschenbuch. Zustand: Neu. Neuware -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, and uncomfortable ignored assumptions¿ An easy-to-read conversational tone¿ Up-to-date coverage of methods with fast-moving literatures like difference-in-differencesLibri GmbH, Europaallee 1, 36244 Bad Hersfeld 619 pp. Englisch. Bestandsnummer des Verkäufers 9781032125787
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The Effect
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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, and uncomfortable ignored assumptions- An easy-to-read conversational tone- Up-to-date coverage of methods with fast-moving literatures like difference-in-differences 619 pp. Englisch. Bestandsnummer des Verkäufers 9781032125787
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The Effect
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Taschenbuch. Zustand: Neu. Neuware -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, and uncomfortable ignored assumptions- An easy-to-read conversational tone- Up-to-date coverage of methods with fast-moving literatures like difference-in-differences 619 pp. Englisch. Bestandsnummer des Verkäufers 9781032125787
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The Effect
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Taschenbuch. Zustand: Neu. Neuware -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, and uncomfortable ignored assumptions¿ An easy-to-read conversational tone¿ Up-to-date coverage of methods with fast-moving literatures like difference-in-differences. Bestandsnummer des Verkäufers 9781032125787
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The Effect: An Introduction to Research Design and Causality
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Taylor & Francis Ltd, 2022
ISBN 10: 1032125780
ISBN 13: 9781032125787
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The Effect: An Introduction to Research Design and Causality
Verlag:
Taylor & Francis Ltd, 2022
ISBN 10: 1032125780
ISBN 13: 9781032125787
Neu
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