NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH

Univariate vs. Multivariate Forecasts of GNP Growth and Stock Returns: Evidence and Implications for the Persistence of Shocks, Detrending Methods

John H. Cochrane

NBER Working Paper No. 3427 (Also Reprint No. r1866)*
Issued in April 1994
NBER Program(s):   EFG

Lagged GNP growth rates are poor forecasts of future GNP growth rates in

postwar US data, leading to the impression that GNP is nearly a random walk.

However, other variables, and especially the lagged consumption/GNP ratio, do

forecast long-horizon GNP growth, and show that GNP has temporary components.

Labor income and stock prices (using the dividend/price ratio) display the

same behavior. This paper documents these facts and examines their

implications for the persistence of shocks to GNP and time-variation in

expected stock returns. I find that GNP has an almost entirely transitory

response to a GNP shock that holds consumption constant. This is intuitive:

if consumption does not change, permanent income did not change, so the

change in GNP should be transitory. Similarly, a stock price shock that

holds dividends constant suggests a discount rate change, and prices display

a large transitory movement in response to this shock. The paper also

examines implications of transitory variations in GNP and labor income for

methods of extracting stochastic trends or "cyclically adjusting" GNP, and

for explaining "excess smoothness" violations of the permanent income

hypothesis.

*Published: "Permanent and Transitory Components of GNP and Stock Prices," Quarterly Journal of Economics, pp. 241-265 (February 1994).

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