From this setup, I received the following time series, with the anticipated results in magenta, and the actual results in blue. Although it fit the general prediction well, there is a great deal of temporal aliasing , as well as an unexplained dip near the 32 second mark. The temporal aliasing is a result of a sample rate smaller that that of the signal, leading to discretized, 'jumpy' data. It can be minimized by aggressive smoothing algorithms, which run the risk of being too reductive.
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