Research Article

Ecological and Coevolutionary Dynamics in Modern Markets Yield Nonstationarity in Market Efficiencies

Table 1

Linear regression diagnostics for the VIX as a function of trade statistics, dislocation statistics, and venue fluctuation.

Dep. variableVIXR-squared0.738
ModelOLSAdj. R-squared0.738
F-statistic1121.0Prob (F-statistic)0.00
Coef.Std. errort[0.025][0.975]

Intercept−0.00070.011−0.0640.949−0.0230.022
Differing trades1.30240.05822.378<0.0011.1881.417
Count0.69210.01451.221<0.0010.6660.719
Duration0.05510.0124.616<0.0010.0320.079
Differing traded value−1.49800.056−26.834<0.001−1.607−1.389
Venue−0.19000.012−15.532<0.001−0.214−0.166