Name: The Effect: An Introduction to Research Design and Causality (en Inglés)
SKU: 54010958
Price: 171.74 PEN
Availability: InStock
Author: Nick Huntington-Klein
ISBN: 9781032125787

portada The Effect: An Introduction to Research Design and Causality (en Inglés)

The Effect: An Introduction to Research Design and Causality (en Inglés)

Formato

Libro Físico

Editorial

Crc Pr Inc

Autor

Nick Huntington-Klein

Año

2021

Idioma

Inglés

N° páginas

646

Encuadernación

Tapa Blanda

ISBN13

9781032125787

N° edición

Categorías

Econometría

The Effect: An Introduction to Research Design and Causality (en Inglés)

Nick Huntington-Klein (Autor) · Crc Pr Inc · Tapa Blanda

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Reseña del libro "The Effect: An Introduction to Research Design and Causality (en Inglés)"

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