Handbook of Causal Analysis for Social Research

Handbook of Causal Analysis for Social Research
Author: Stephen L. Morgan
Publisher: Springer Science & Business Media
Total Pages: 423
Release: 2013-04-22
Genre: Social Science
ISBN: 9400760949


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What constitutes a causal explanation, and must an explanation be causal? What warrants a causal inference, as opposed to a descriptive regularity? What techniques are available to detect when causal effects are present, and when can these techniques be used to identify the relative importance of these effects? What complications do the interactions of individuals create for these techniques? When can mixed methods of analysis be used to deepen causal accounts? Must causal claims include generative mechanisms, and how effective are empirical methods designed to discover them? The Handbook of Causal Analysis for Social Research tackles these questions with nineteen chapters from leading scholars in sociology, statistics, public health, computer science, and human development.


Handbook of Causal Analysis for Social Research
Language: en
Pages: 423
Authors: Stephen L. Morgan
Categories: Social Science
Type: BOOK - Published: 2013-04-22 - Publisher: Springer Science & Business Media

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What constitutes a causal explanation, and must an explanation be causal? What warrants a causal inference, as opposed to a descriptive regularity? What techniq
Causal Inference
Language: en
Pages: 352
Authors: Miquel A. Hernan
Categories: Medical
Type: BOOK - Published: 2019-07-07 - Publisher: CRC Press

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The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practic
Statistical Approaches to Causal Analysis
Language: en
Pages: 178
Authors: Matthew McBee
Categories: Social Science
Type: BOOK - Published: 2022-03-01 - Publisher: SAGE

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This book provides an up-to-date and accessible introduction to causal inference in quantitative research. Featuring worked example datasets throughout, it clea
The SAGE Handbook of Regression Analysis and Causal Inference
Language: en
Pages: 425
Authors: Henning Best
Categories: Social Science
Type: BOOK - Published: 2013-12-20 - Publisher: SAGE

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′The editors of the new SAGE Handbook of Regression Analysis and Causal Inference have assembled a wide-ranging, high-quality, and timely collection of articl
Causal Inference
Language: en
Pages: 585
Authors: Scott Cunningham
Categories: Business & Economics
Type: BOOK - Published: 2021-01-26 - Publisher: Yale University Press

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An accessible, contemporary introduction to the methods for determining cause and effect in the Social Sciences “Causation versus correlation has been the bas