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There appears to be a formatting issue. Please ignore the jumbled first paragraph and refer straight to the second paragraph. Suppose that we have an

There appears to be a formatting issue. Please ignore the jumbled first paragraph and refer straight to the second paragraph.

Suppose that we have an ARCH(2) model for financial returns

ut = tt

2t= 0+1u2t1+2u2t2tiidN(0,1)

where tis independent of t, 1 0,2 0 and 0> 0. We assume that {ut} is weakly

stationary.

a) Derive the unconditional mean and variance of {ut}.

b) Derive a condition on the parameters which ensures weak stationarity of the {ut} pro-

cess.

PLEASE NOTE: When ^ is written, it refers to a hat on the previous value (for example a^ would be ) , not as a "power"sign. I was unable to get the ^ to sit on top on the symbols.

c) Suppose that we have estimated the ARCH(2) model and obtained the parameter

estimates: 0= 1, 1= 0.5, and 2= 0.1. Assume that u2T= 1, and u2T1= 0

are observed. Denote by 2T-hITthe h-step-ahead forecast of the conditional variance.

Compute the one- and two-step-ahead forecasts of the conditional variance 2t.

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