Causal Inference: The Mixtape
ISBN: 0300251688
EAN13: 9780300251685
Language: English
Publication Date: Jan 26, 2021
Pages: 512
Dimensions: 2" H x 8.5" L x 5.5" W
Weight: 1.468279 lbs.
Format: Paperback

Causal Inference: The Mixtape

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Book Overview

An accessible, contemporary introduction to the methods for determining cause and effect in the social sciences

Causal inference encompasses the tools that allow social scientists to determine what causes what. In a messy world, causal inference is what helps establish the causes and effects of the actions being studied--for example, the impact (or lack thereof) of increases in the minimum wage on employment, the effects of early childhood education on incarceration later in life, or the influence on economic growth of introducing malaria nets in developing regions. Scott Cunningham introduces students and practitioners to the methods necessary to arrive at meaningful answers to the questions of causation, using a range of modeling techniques and coding instructions for both the R and the Stata programming languages.

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