Generate/synthesize data using a generation object. This method might be described as a parametric local blocked bootstrap. Default behavior is to randomly generate a specified number of trend sequences, however the replication option can be specified to exactly match historical records. PCA recomposition is also used to generate a number of new, extra, unseen assets.
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