Mh. Miller et al., MEAN REVERSION OF STANDARD-AND-POOR-500 INDEX BASIS CHANGES - ARBITRAGE-INDUCED OR STATISTICAL ILLUSION, The Journal of finance, 49(2), 1994, pp. 479-513
Mean reversion in stock index basis changes has been presumed to be dr
iven by the trading activity of stock index arbitragers. We propose he
re instead that the observed negative autocorrelation in basis changes
is mainly a statistical illusion, arising because many stocks in the
index portfolio trade infrequently. Even without formal arbitrage, rep
orted basis changes would appear negatively autocorrelated as lagging
stocks eventually trade and get updated. The implications of this stud
y go beyond index arbitrage, however. Our analysis suggests that spuri
ous elements may creep in whenever the price-change or return series o
f two securities or portfolios of securities are differenced.