On the non-stationarity of financial time series: impact on optimal portfolio selection

Giacomo Livan, Jun-ichi Inoue, Enrico Scalas

We investigate the possible drawbacks of employing the standard Pearson estimator to measure correlation coefficients between financial stocks in the presence of non-stationary beh…