THE EMPIRICAL RELIABILITY OF MONETARY AGGREGATES AS INDICATORS: 1983-1987 I. INTRODUCTION It is widely believed that monetary aggregates have failed to predict real growth and inflation over 1983-87. This presumed breakdown of previously reliable linkages between money growth and future output and inflation has been variously attributed (by the present authors, among others) to changes in money demand induced by regulatory change and to parameter instability due to structural change. This paper observes that these disputations may be moot, since the traditional definition of money (currency plus demand deposits) shows no evidence of structural change, and yields nearly as low or lower prrediction root mean square errors for both real GNP growth and inflation over 1983-87Q2 than the standard errors of estimate obtained for 1961-82. Part of the so-called "breakdown" in the monetary indicators -- especially in the case of M1 -- may be explained by the fact that current M1 (or M1B) is defined much like the "old" M2, and current M1A is defined much like "old" M1. Thus, it is probably not too surprising that use of M1 as a monetary indicator does not yield consistent predictive power over a period of time in which it experienced redefinition. If there is a mystery in the 1980, it is not why M1A has done so well but why economists abandoned it for broader M1B (currency, demand deposits and other checkable deposits or OCDs). (1) With the nationwide introduction of negotiable order of withdrawal (NOW) accounts on January 1, 1981, M1A fell by 5.5 percent (a 22.1 percent per annum rate) in the first quarter, while M1B rose at a 3.1 percent per annum rate. At the time, the Federal Reserve System expected M1A demand to shift down as households chose to substitute from demand deposits to the newly available (in most states) OCDs. Accordingly, the sharp drop in M1A was expected to be reflected in a once-for-all upward shift in its velocity with no effect on nominal income or its components. (2) However, consistent with the shock-absorber view of money demand, even if the long-run demand for M1A was unchanged, a sharp decrease in its quantity would induce an equal contemporaneous increase in its velocity. (3) Contrary to the Federal Reserve's expectation, the shock absorber view would thus predict that the actual value of velocity would temporarily exceed its long-run equilibrium level so that nominal income would tend to fall or grow less rapidly as M1A velocity adjusted to the money shock. Figure 1 shows that, compared to a relatively small drop in M1 velocity, the contemporaneous velocity of M1A moved sharply in the first quarter of 1984. (4) The shock-absorber hypothesis suggests that contemporaneous velocity movements would be dominated by money supply shocks and thus attributes the different movements of M1A and M1 velocity to differences in magnitude and signs of the shocks in M1A and M1. What Milton Friedman [1983] calls "leading velocity" is a crude way of allowing nominal GNP to adjust to past money shocks. Panels a and b in Figure 2 illustrate leading velocity for lags between money and GNP of one and four quarters respectively. The longer the adjustment lag, the more leading velocity becomes a smooth, trend-dominated series for M1A. (5) However, M1B continues to display a sizeable break from its historical pattern. This observation suggests that the recent behavior of the economy may be consistent with that indicated by movements in M1A, and that the choice to switch to M1B as the standard definition of the "narrow" money supply was unfortunate and a major source of recent forecasting failure. (6) This paper runs a race among M1A, M1, and M2 by comparing out-of-sample forecasting performance and tests of structural stability. (7) An explanation is also offered for the observed departure of M1 velocity from its historical trend. Based on a large battery of conventional tests, the results are remarkably favorable to the continued reliability of M1A as a useful indicator of future economic performance and for its relevance as a tool in monetary policy. …