“…The multivariate analysis aims to control for multiple factors that may affect banks' share prices and volatility, such as the levels of banks' creditworthiness, bank size, book‐to‐market, bank characteristics or country characteristics (e.g. Shen et al , ; Hau et al , ). The following equations are estimated: …”