Before revision:  In particular, the sharp decrease of some stocks during the global finance crisis in 2008 gives rise to apparent nonlinear dependences among stocks.
After revision:  In particular, the sharp decrease of some stocks during the global financial crisis of 2008 gives rise to apparent nonlinear dependences among stocks.