Markets: A Rigorous Course

M13 · Problem 3 ★★ Check

(AR(2): stationarity and Yule–Walker)

For Xt=1.2Xt−1−0.35Xt−2+etX_t = 1.2X_{t-1} - 0.35X_{t-2} + e_t: (a) Find the roots of Φ(z)\Phi(z) and the eigenvalues of the companion matrix, and decide stationarity. (b) Use Yule–Walker to find ρ1\rho_1 and ρ2\rho_2. (c) Find the population one-step R2R^2. Which kind of market series might plausibly look like this, and which certainly would not?

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