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A Further Analysis of the Lead–Lag Relationship Between the Cash Market and Stock Index Futures Market

Review of Financial Studies 1992 5(1), 123-152
The intraday lead–lag relation between returns of the Major Market cash index and returns of the Major Market Index futures and S&P 500 futures is investigated. Empirical results show strong evidence that the futures leads the cash index and weak evidence that the cash index leads the futures. The asymmetric lead–lag relation holds between the futures and all component stocks, including those that trade in almost every five-minute interval. Evidence indicates that when more stocks move together (market-wide information) the futures leads the cash index to a greater degree. This suggests that the futures market is the main source of market-wide information.

A Further Analysis of the Lead--Lag Relationship Between the Cash Market and Stock Index Futures Market

Review of Financial Studies 1992 5(1), 123-152
[The intraday lead-lag relation between returns of the Major Market cash index and returns of the Major Market Index futures and S&P 500 futures is investigated. Empirical results show strong evidence that the futures leads the cash index and weak evidence that the cash index leads the futures. The asymmetric lead-lag relation holds between the futures and all component stocks, including those that trade in almost every five-minute interval. Evidence indicates that when more stocks move together (market-wide information) the futures leads the cash index to a greater degree. This suggests that the futures market is the main source of market-wide information.]

Time-varying risk premia and forecastable returns in futures markets

Journal of Financial Economics 1992 32(2), 169-193
We document that instrumental variables known to possess forecast power in equity and bond markets (Treasury bill yields, equity dividend yields, and the ‘junk’ bond premium) also possess forecast power for prices in agricultural, metals, and currency futures markets. The pattern of forecastability in futures is consistent with economic equilibrium as embodied by a two-‘latent-variable’ model. We test whether the latent variables that explain these futures returns coincide with latent variables that explain returns on size-ranked equity portfolios. This hypothesis is rejected, suggesting that futures are subject to different sources of priced risk than are equities.