Question: The residuals from a model ???????? = (1 0.6????)???????? fitted to a series of ???? = 82 observations yielded the following residual autocorrelations: ????
The residuals from a model ∇???????? = (1 − 0.6????)???????? fitted to a series of ???? = 82 observations yielded the following residual autocorrelations:
???? ????????(????̂) ???? ????????(????̂)
1 0.39 6 −0.13 2 0.20 7 −0.05 3 0.09 8 0.06 4 0.04 9 0.11 5 0.09 10 0.02
(a) Plot the residual ACF and determine whether there are any abnormal values relative to white noise behavior.
(b) Calculate the chi-square statistic ????̃ for lags up to ???? = 10 and check whether the residual autocorrelation function as a whole is indicative of model inadequacy.
(c) What modified model would you now tentatively entertain, fit, and check?
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