Before revision:  In this work, we study critical transitions in cryptocurrency residualsthrough the phenomenon of critical slowing down  .
After revision:  In this work, we study critical transitions in cryptocurrency residualsthrough the phenomenon of critical slowing down ) or the stochastic transition phenomena .