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Home
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Psychology and psychoterapy
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The Effect An Introduction to Research Design and Causality
The Effect An Introduction to Research Design and Causality
Nick Huntington-Klein
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£31.39
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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
Książka The Effect - wysyłka UK tylko £1.90.
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Dane bibliograficzne / Bibliographic info
Rodzaj (nośnik)
/ Type of product
książka / book
Dział
/ Department
Książki i czasopisma / Books and periodicals
Autor
/ Author
Nick Huntington-Klein
Tytuł
/ Title
The Effect
Podtytuł
/ Subtitle
An Introduction to Research Design and Causality
Język
/ Language
angielski
Wydawca
/ Publisher
CRC Press
Rok wydania
/ Published in year
2021
Rodzaj oprawy
/ Binding type
Miękka
Wymiary
/ Size
18.0x25.0
Liczba stron
/ Number of pages
620
Ciężar
/ Weight
1.22 kg
ISBN
9781032125787 (9781032125787)
EAN/UPC
9781032125787
Stan produktu
/ Condition
nowy / new - sprzedajemy wyłącznie nowe nieużywane produkty
Categories
Psychology and psychoterapy
Books in English
Science and popular science
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Nick Huntington-Klein
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The Effect An Introduction to Research Design and Causality [Miękka]
Nick Huntington-Klein
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