Table 5

The estimation results of the three probit models incorporating the fundamental variables and the direct sentiment measure

Model 1Model 2Model 3
Variable dépendante: CRISIS
RETURN−4.895435*** [0.0000]RENDEMENT−4.568109*** [0.0000]RENDEMENT−4.108642*** [0.0000]
LIQUIDITY−0.334201*** [0.0000]LIQUIDITE−0.318369*** [0.0000]LIQUIDITE−0.308923*** [0.0000]
VOLATILITY60.21862*** [0.0000]VOLATILITE60.97563*** [0.0000]VOLATILITE61.7892*** [0.0000]
OPTIMISME
*DUMEXPCT
0.470236*** [0.0000]OPTIMISME *DUMEXPMT0.450230*** [0.0000]OPTIMISME *DUMEXPLT0.420438** [0.0003]
PESSIMISM
*DUMCONTCT
0.26407*** [0.0000]PESSIMISME *DUMCONTMT0.26136*** [0.0000]PESSIMISME *DUMCONTLT0.256991*** [0.0000]
C−2.87162*** [0.0000]C−2.890241*** [0.0000]C−2.971560*** [0.0000]
R2 McFadden0.62R2 McFadden0.60R2 McFadden0.60
LR stat (prob)0.0000LR stat (prob)0.0000LR stat (prob)0.0000

Note(s): Values in brackets correspond to p-values

*, ** and *** imply significance at the 10, 5 and 1 percent levels

Source(s): Authors’ own work

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