Due to seasonality effects in the futures price dynamics, standard principal component (PC) analysis will introduce season-averaging effects that distort the analysis results. To get around this, we proceed as earlier and split the data into different t-buckets, with a separate PC analysis performed for daily increments in each bucket.
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