Investments, tenth edition



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 11

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AR



T III 

  ONE OF THE 

early applications of comput-

ers in economics in the 1950s was to analyze 

economic time series. Business cycle theo-

rists felt that tracing the evolution of several 

economic variables over time would clarify 

and predict the progress of the economy 

through boom and bust periods. A natural 

candidate for analysis was the behavior of 

stock market prices over time. Assuming that 

stock prices reflect the prospects of the firm, 

recurrent patterns of peaks and troughs in 

economic performance ought to show up in 

those prices. 

 Maurice Kendall examined this proposi-

tion in 1953.  

1

   He found to his great surprise 



that he could identify no predictable pat-

terns in stock prices. Prices seemed to evolve 

randomly. They were as likely to go up as 

they were to go down on any particular day

regardless of past performance. The data pro-

vided no way to predict price movements.

  

 At first blush, Kendall’s results were dis-



turbing to some financial economists. They 

seemed to imply that the stock market is 

dominated by erratic market psychology, or 

“animal spirits”—that it follows no logical 

rules. In short, the results appeared to con-

firm the irrationality of the market. On fur-

ther reflection, however, economists came to 

reverse their interpretation of Kendall’s study. 

 It soon became apparent that random 

price movements indicated a well-functioning 

or efficient market, not an irrational one. 

In this chapter we explore the reasoning 

behind what may seem a surprising conclu-

sion. We show how competition among ana-

lysts leads naturally to market efficiency, and 

we examine the implications of the efficient 

market hypothesis for investment policy. We 

also consider empirical evidence that sup-

ports and contradicts the notion of market 

efficiency.  




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