TY  - BOOK
AU  - Mcbee,Matthew
TI  - Statistical approaches to casual analysis /  
T2  - The Sage quantitative research kit
SN  - 9781526424730
AV  - HA29 .M4384 2021
U1  - 519.53 23
PY  - 2021///
CY  - Los Angeles : 
PB  - SAGE
KW  - Causation
KW  - Statistical methods
KW  - Casual inference
KW  - Statistics
N1  - Includes bibliographical references and index; Introduction -- Conditioning -- Directed acyclic graphs -- Rubin's causal model and the propensity score -- Propensity score analysis -- Instrumental variable analysis -- Regression discontinuity design -- Conclusion.
N2  - "A practical, up-to-date, step-by-step and accessible introduction to causal inference in quantitative research. Featuring worked example datasets throughout, it clearly outlines the steps involve in carrying out various types of statistical causal analysis. Matthew McBee evaluates the issue of causal inference in quantitative research, while providing guidance on how to apply these analyses to data, discussing key concepts such as: directed acyclic graphs (DAGs), Rubin’s Causal Model (RCM), Propensity Score Analysis, and Regression Discontinuity Design."
ER  -