Mathematics, 29.07.2020 18:01 cecelia090

Consider a standard multiple linear regression model with time series data: yt= βo+ β1xt+ βkxtk + µ1

Assume that Assumptions TS.1, TS.2, TS.3, and TS.4 all hold.

a. Suppose we think that the errors (ut) follow an AR(I) model with parameter rho and so we apply the Prais-Winsten method. If the errors do not follow an AR(I) model— for example, suppose they follow an AR(2) model, or an MA(I) model— why will the usual Prais-Winsten standard errors be incorrect?

b. Can you think of a way to use the Newey-West procedure, in conjunction with Prais- Winsten estimation, to obtain valid standard errors?
c. Explain why your answer to part (ii) should not change if we drop Assumption TS.4.

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Consider a standard multiple linear regression model with time series data: yt= βo+ β1xt+ βkxtk + µ...