We perform a quantitative analysis of the gain/loss asymmetry for financial time series by using Bayesian approach. In particular, we focus on some selected indices and analyse statistical significance amount through generalization t-test, which relaxes normality assumption underlying distribution. propose two different models data distribution, study convergence our method provide several grap...