Vectorize a moving average calculation

[babelproofreader]

I would like to calculate various moving averages, FIR filters etc. which
rely on previously calculated values of said averages and filters e.g. an
exponential moving average is of the form alpha*ValueToday +
(1-alpha)*ValueYesterday. How does one use vectorized code to calculate such
things?
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