Suppose we wish to predict the next value of a random process by forming a linear combination

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Suppose we wish to predict the next value of a random process by forming a linear combination of the most recent samples:
Y[n + 1] = a,Y[n-k+ 1]. k = 1

Find an expression for the values of the prediction coefficients which minimize the mean- square prediction error.

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