SUNSPOTS: pt = a mt Let zt = mt pt ] b [Ept+1 pt: Then b [Ept+1 Emt+1] b [Emt+1 mt] zt = mt pt = a +b [pt mt] or: zt = a + bEzt+1 bzt where t+1 = mt+1 mt and Therefore, zt = a + b(Ezt+1 Let z = a bE t+1 t N zt) ; 2 b b : Then, zt = z + b (Ezt+1 zt) Note that zt = z is one solution, which implies constant real money balances. No signal extraction problem here. 1 : Let qt = zt z: Then, we have qt = b(Ezt+1 = b[Ezt+1 = b(Eqt+1 zt) z (zt qt ) z)] Hence, 1+b qt Eqt+1 = b As before, qt = 0 is a solution. There are other solutions: 1+b qt+1 = qt + t+1 b where N 0; 2 and q0 is arbitrary. Real balances are not constant, presumably causing output e¤ects. But are such solutions reasonable? Let us require bounded variance of q, the deviations of real bal- 2 ances from their mean. 2 1+b V ar(qt+1) = V ar (qt) + V ar ( b 2 1+b V ar (qt) > b > V ar (qt) f or b > 0:5 If b < 0:5; 1+b < 1; V ar(q) does b not blow up. Note that b < 0:5 implies that the demand for real balances is positively related to the in‡ation rate. Is this possible? Reasonable? 3 t+1 ) REDUCED MODEL LINEARIZED AROUND STEADY STATE - Deterministic kt+1 k = [A] t pt+1 pt Let [V ] be the characteristic vector matrix of [V ] : Let k~t+1 p~t+1 kt+1 = [V ] pt+1 : k~t+1 p~t+1 k~t =[ ] p~t REDUCED MODEL LINEARIZED AROUND STEADY STATE - Stochastic 2 3 2 3 2 3 kt+1 kt 0 4 pt+1 5 = [A] 4 pt 5 + [B] 4 st+1 5 zt+1 zt et+1 4 2 3 2 3 2 3 ~ ~ 0 kt+1 kt 4 p~t+1 5 = [ ] 4 p~t 5 + [ ] 4 st+1 5 et+1 z~t z~t+1 5 0 1 2 30 1 y1;t+1 y1;t 1 0 0 0 B y2;t+1 C 6 0 2 0 0 7 B y2;t C B C=6 7B C+[ ] s^t+1: @ y3;t+1 A 4 0 0 3 0 5 @ y3;t A y4;t+1 0 0 0 4 y4;t (1) Suppose 1 2 3 < 1 < 4: First consider the deterministic case, i.e., suppose s^t+1 = 0. Then it is easy to see that the stable manifold is characterized by the equation y4;t = 0: (2) (Note that y4;t is a linear function of the components of vt.) Hence a deterministic equilibrium path must satisfy (2) for all t. Now consider the stochastic case; st = (0; 0; s^x;t; s^y;t)0. Then for a path fvtg to be nonexplosive, it must satisfy 4 y4;t + a^ sx;t+1 + b^ sy;t+1 = 0; (3) where a and b are the appropriate entries of the matrix . To see (3), note that if 6 y4;t 6= 0 for some t, then jEty4;t+j j ! 1 as j ! 1. Now the problem is that as long as (a^ sx + b^ sy ) is stochastic (and i.i.d. over t), (3) almost never holds. Thus the sunspot shocks must satisfy a^ sx;t + b^ sy;t = 0; (4) i.e., a sunspot shock can be added to one of the Euler equations but the shock to the other Euler equation is determined by (4). 7