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You obtain the following sample autocorrelations and partial autocorrelations for a sample of 100 observations from actual data lag 1 2 3 4 5 6
You obtain the following sample autocorrelations and partial autocorrelations for a sample of 100 observations from actual data
lag | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
acf | 0.420 | 0.104 | 0.032 | -0.206 | -0.308 | 0.042 | -0.018 | 0.074 |
pacf | 0.632 | 0.381 | 0.268 | 0.199 | 0.205 | 0.101 | 0.096 | 0.082 |
Identify the most appropriate time series process for this data. Justify your answer
(4 Marks)
Use the Ljung-Box Q* test to determine whether the first three autocorrelation coefficients taken together are jointly significantly different from zero at 5% level (Use critical chi-squared value = 11.1). (6 Marks)
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