Suppose that the simple return of a monthly bond index follows the MA(1) model [ R_{t}=a_{t}+0.2 a_{t-1},
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Suppose that the simple return of a monthly bond index follows the MA(1) model
\[ R_{t}=a_{t}+0.2 a_{t-1}, \quad \sigma_{a}=0.025 \]
Assume that \(a_{100}=0.01\). Compute the 1 -step- and 2 -step-ahead forecasts of the return at the forecast origin \(t=100\). What are the standard deviations of the associated forecast errors? Also compute the lag-1 and lag-2 autocorrelations of the return series.
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