Statistical Approaches to Causal Analysis (The Sage Quantitative Research Kit) - Softcover

Buch 2 von 11: The SAGE Quantitative Research Kit

Mcbee, Matthew

 
9781526424730: Statistical Approaches to Causal Analysis (The Sage Quantitative Research Kit)
Softcover
ISBN 10: 1526424738 ISBN 13: 9781526424730
Verlag: SAGE Publications Ltd, 2022

Inhaltsangabe

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

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Über die Autorin bzw. den Autor

Matthew McBee is a Data Scientist with Eastman Chemical Company (Kingsport, TN, USA). Prior to that, he was a faculty member in the department of psychology at East Tennessee State University (Johnson City, TN, USA) for nine years, where he taught graduate and undergraduate statistics and data analysis courses. He served as a statistician at the Frank Porter Graham Child Development Institute at the University of North Carolina at Chapel Hill. Matthew holds a Ph.D. in Educational Psychology from the University of Georgia.

Von der hinteren Coverseite

A practical, up-to-date, step-by-step guidance on causal analysis; which features worked example datasets throughout to see methods in action. McBee clearly demonstrates techniques such as Rubin causal model, direct acyclic graphs and propensity score analysis.

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Verlag
SAGE Publications Ltd
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
1526424738
ISBN 13 
9781526424730
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
234
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Deutschland