) during financial bubbles. The SIN is constructed in two steps. First, we develop a Hidden Markov Model (HMM) of regime … then use the transfer entropy to quantify the influence of the returns of one asset $i$ onto another asset $j$, from which … clear prediction skill obtained by using the transfer entropy involving industrial sectors to explain the \%{MaxLoss} of …