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.
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Description
Introduction Conditioning Directed Acyclic Graphs Rubin's Causal Model and the Propensity Score Propensity Score Analysis Instrumental Variable Analysis Regression Discontinuity Design Conclusion