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Statistical Approaches to Causal Analysis
Taschenbuch von Matthew McBee
Sprache: Englisch

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Beschreibung
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.
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.
Über 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.

Inhaltsverzeichnis
Introduction
Conditioning
Directed Acyclic Graphs
Rubin¿s Causal Model and the Propensity Score
Propensity Score Analysis
Instrumental Variable Analysis
Regression Discontinuity Design
Conclusion
Details
Erscheinungsjahr: 2022
Genre: Soziologie
Rubrik: Wissenschaften
Medium: Taschenbuch
Reihe: The SAGE Quantitative Research Kit
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781526424730
ISBN-10: 1526424738
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: McBee, Matthew
Hersteller: SAGE Publications Ltd
The SAGE Quantitative Research Kit
Maße: 244 x 170 x 15 mm
Von/Mit: Matthew McBee
Erscheinungsdatum: 07.03.2022
Gewicht: 0,465 kg
Artikel-ID: 118821046
Über 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.

Inhaltsverzeichnis
Introduction
Conditioning
Directed Acyclic Graphs
Rubin¿s Causal Model and the Propensity Score
Propensity Score Analysis
Instrumental Variable Analysis
Regression Discontinuity Design
Conclusion
Details
Erscheinungsjahr: 2022
Genre: Soziologie
Rubrik: Wissenschaften
Medium: Taschenbuch
Reihe: The SAGE Quantitative Research Kit
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781526424730
ISBN-10: 1526424738
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: McBee, Matthew
Hersteller: SAGE Publications Ltd
The SAGE Quantitative Research Kit
Maße: 244 x 170 x 15 mm
Von/Mit: Matthew McBee
Erscheinungsdatum: 07.03.2022
Gewicht: 0,465 kg
Artikel-ID: 118821046
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