Statistical Approaches to Causal Analysis

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Author: Matthew McBee
Publisher: SAGE Publications Ltd
Edition: 1st Edition
ISBN-13: 9781526424730
Publishing year: March 2022
No of pages: 264
Weight: 470 grm
Language: English
Book binding: Paperback

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A practical, up-to-date, step-by-step guidance on causal analysis for advancing students, this volume of the SAGE Quantitative Research kit features worked example datasets throughout to clearly demonstrate the appication of these powerful techniques, giving students the know-how and the confidence to succeed in their quantitative research journey. Matthew McBee evaluates the issue of causal inference in quantitative research, while providing guidance on how to apply these analyses to your data, discussing key concepts such as: ·       Directed acyclic graphs (DAGs) ·       Rubin’s Causal Model (RCM) ·       Propensity Score Analysis ·       Regression Discontinuity Design