Singular Spectrum Analysis (SSA) has been used as a powerful technique to analyse time series. However, no inclusive theoretical approach has been discussed regarding the construction of confidence intervals, up to now. Due to the prominent role of prediction intervals in evaluating the accuracy of forecasts in time series analysis, in this paper, we consider the topic of constructing prediction intervals for SSA.