Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method

Takashi Yamashita, Ryozo Miura

This paper introduces a new correction scheme to a conventional regression-based event study method: a topological machine-learning approach with a self-organizing map (SOM).We use…