A weighted moving average of order 2q + 1 has the form
MA(t)= a−q Xt−q + ···+ a−1 Xt−1 + a0 Xt + a1 Xt+1 + ···+ aq Xt+q ,
where the weights aj , j = −q, −q +1,... ,q, add up to 1.
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