Correlation Within an Asset Class and Between Asset Classes

An investment adviser reviews two stocks and five years' worth of returns data: | Year | Stock P Return % | Stock Q Return % | |------|------------------|------------------| | 1 | 35 | 25 | | 2 | -10 | 0 | | 3 | 40 | 30 | | 4 | 0 | 5 | | 5 | 10 | 10 | Their correlation coefficient is _closest_ to:
Incorrect. A correlation coefficient of -1 would suggest strong, negative correlation, but stocks P and Q are not negatively correlated based on the movements of their returns in the same periods.
Incorrect. It cannot be concluded that stocks P and Q are fully independent of one another, which is suggestive of a correlation coefficient of zero. Consider how the returns of stocks P and Q move in relation to one another from one period to the next.
Correct! Based on a plot of return versus years on the same graph, it can be seen that the two stocks cycle in a similar return pattern, and they appear to be dependent. 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 "") They are not quite perfectly correlated, but they are closest to +1. [[calc: data 35 enter down 25 enter down 10 sign enter down 0 enter down 40 enter down 30 enter down 0 enter down 5 enter down 10 enter down 10 enter stat down down down down down down down down down down , 35 enter 25 sigplus 10 chs enter 0 sigplus 40 enter 30 sigplus 0 enter 5 sigplus 10 enter 10 sigplus 1 xr x<>y]] Note that your TI BA Plus should be in LIN mode clicking 2ND + ENTER until LIN is displayed; otherwise if 1-V SET then will get 'error 4'.
-1.
0\.
+1.

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