Consider the time series data set of 200 observations modelled as an AR(2) process x₁ = 0.9 x₁-₁-0.2 x₁-2 +Z₁, where Z-WN 0,0² . a) Write the process x, in backshift operator. b) Use Yule-Walker equations or otherwise to find the autocorrelation functions (ACFs) for x,. c) Calculate: (i) Φ11 · (ii) 22. (iii) Standard error for 33 33.

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Consider the time series data set of 200 observations
modelled as an AR(2) process x₁ = 0.9 x₁-₁-0.2 X₁-2 +Z₁,
1-1
where z, ~WN 0,0².
a) Write the process x, in backshift operator.
b) Use Yule-Walker equations or otherwise to find the
autocorrelation functions (ACFs) for x, .
c) Calculate:
(i) Φη .
(ii) Þ22.
(iii) Standard error for $33.
Transcribed Image Text:Consider the time series data set of 200 observations modelled as an AR(2) process x₁ = 0.9 x₁-₁-0.2 X₁-2 +Z₁, 1-1 where z, ~WN 0,0². a) Write the process x, in backshift operator. b) Use Yule-Walker equations or otherwise to find the autocorrelation functions (ACFs) for x, . c) Calculate: (i) Φη . (ii) Þ22. (iii) Standard error for $33.
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