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The Effect
Late Knight Books
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Ubicado en: Lansdale, PA, Estados Unidos
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N.º de artículo de eBay:357596609499
Última actualización el 10 oct 2025 16:41:56 H.EspVer todas las actualizacionesVer todas las actualizaciones
Características del artículo
- Estado
- Personalized
- No
- Country/Region of Manufacture
- United States
- ISBN
- 9781032580227
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Product Identifiers
Publisher
CRC Press LLC
ISBN-10
1032580224
ISBN-13
9781032580227
eBay Product ID (ePID)
3072296693
Product Key Features
Number of Pages
686 Pages
Language
English
Publication Name
Effect : an Introduction to Research Design and Causality
Subject
Probability & Statistics / General, Economics / General, Econometrics
Publication Year
2025
Type
Textbook
Subject Area
Mathematics, Business & Economics
Format
Trade Paperback
Dimensions
Item Weight
45 Oz
Item Length
10 in
Item Width
7 in
Additional Product Features
Edition Number
2
Intended Audience
Scholarly & Professional
TitleLeading
The
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
530.01
Table Of Content
Introduction Finding Stuff in this Book Part I. The Design of Research 1 Designing Research 2 Research Questions 3 Describing Variables 4 Describing Relationships 5 Identification 6 Causal Diagrams 7 Drawing Causal Diagrams 8 Causal Paths and Closing Back Doors 9 Finding Front Doors 10 Treatment Effects 11 Causality with Less Modeling Part II. The Toolbox 12 Opening the Toolbox 13 Regression 14 Matching 15 Simulation 16 Fixed Effects 17 Event Studies 18 Difference-in-Differences 19 Instrumental Variables 20 Regression Discontinuity 21 Partial Identification 22 A Gallery of Rogues: Other Methods 23 Under the Rug Bibliography Index
Synopsis
This book is about research design, specifically concerning research that uses non-experimental data to figure out whether one thing causes another. It is separated into two halves, each with different approaches to that subject. Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data., The Effect: An Introduction to Research Design and Causality, Second edition is an excellent teaching text 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? The target audience is practitioners as well as undergraduate and graduate students studying causal inference in various fields such as statistics, econometrics, biostatistics, the social sciences and data science. Key Features: Extensive code examples in R, Stata, and Python Chapters on 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 The second edition features a new chapter on partial identification, updated materials, methods, and writing throughout, and additional materials for help navigating the book or in using the book in teaching.
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Late Knight Books
98,9% de votos positivos•188 artículos vendidos
Registrado como vendedor profesional
Categorías populares de esta tienda
Votos de vendedor (97)
- g***t (180)- Votos emitidos por el comprador.Mes pasadoCompra verificadaSeller is an absolute nightmare. Seller is a crook. Seller did not send the item. Seller left me a back feedback comment disguised as positive feedback in order to circumvent ebay rules. I waited weeks before I even complained to Ebay. Would you wait over a month for a book to be shipped? Doubtful. Better late than never, except this time its never. Seller is likely a drop shipper. Avoid! Thank me later.
- j***a (1356)- Votos emitidos por el comprador.Mes pasadoCompra verificadaGreat seller, fast shipping!
- e***9 (1446)- Votos emitidos por el comprador.Últimos 6 mesesCompra verificadaWell packaged and came in good condition.