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The next few slides will discuss time series and the definition of key words such as time-series dataset, realization, and ensemble. This is important, since you have already seen the word “ensemble” several times during this presentation. We will also examine some traditional techniques used to analyze time series. These include flood frequency and flood analysis, along with statistical and trend analysis.