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For timeseries predication cases, what other techniques are available in statistics or machine/deep learning other than MA (moving average), ARMA, and ARIMA?

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  • $\begingroup$ Can you be more specific what type of timeseries prediction task you're interested in? $\endgroup$
    – Sammy
    Aug 15 at 19:14
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More advanced methods do exist for time series analysis, such as LTSM. For a further discussion of this and other advanced time series models, here are two links to papers further discussing them.

https://par.nsf.gov/servlets/purl/10186768 https://stanford.edu/~koenecke/files/Deep_Learning_for_Time_Series_Tutorial.pdf

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