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Consortium for the Advancement of Research Methods & Analysis

June 2025 Live Online Short Course

Machine Learning/Natural Language Processing

Dr. Louis Hickman

Session II: June 9-12 | 10:00 AM EDT – 3:00 PM EDT

Course Description

This short course focuses on the concepts related to analyzing panel data (e.g. multiple, repeated observations on an entity over time). We will cover differences between econometric random effects and fixed effects models, including when their use is appropriate and their theoretical meaning. We will also explore specifications across multiple types of models and the use of the hybrid model. Finally, we will conclude with discussions around when the dependence in the data (such as time effects) may be a nuisance to be controlled for versus a variable with explanatory power.

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DJ Schepker

Meet the Instructor

Donald J. “DJ” Schepker is an Associate Professor of Strategic Management and Moore Distinguished Fellow in the Darla Moore School of Business at the University of South Carolina, where he also serves as the Research Director in the Center for Executive Succession. His research focuses on executive succession planning, the causes and consequences of executive succession, corporate governance, board decision making, and dynamics between executives and boards. His research has appeared in outlets such as the Academy of Management Journal, Strategic Management Journal, Journal of Applied Psychology, Journal of Management, and Journal of Management Studies. Dr. Schepker currently serves as an Associate Editor for The Leadership Quarterly. He received his Ph.D. in Strategic Management from the University of Kansas and B.S. from Babson College.

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