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Michael Daly wrote:
On 15-Jun-2005, Peter wrote: When two variables are correlated it means that they have a tendency to vary in the same manner, not that there is a one-to-one correspondence in each particular case. Fine - I'm using the term correctly. No, you're not. What you said before was "there is no correlation between overall length and waterline length in kayaks." If that were true it would mean that knowing the overall length would not give us any hint about the waterline length - that is it would be similar to my telling you my astrological sign and asking you to guess my weight. But in fact the overall and waterline lengths of boats are quite highly correlated and boats that are 18' long overall will almost always have waterline lengths greater than boats that are 14' long. The correlation isn't perfect (correlation coefficient of 1.0), but it is very high (correlation coefficient is probably around 0.95). An example graph of skin fold thickness vs. body fat, two highly correlated variables, is shown at: http://www.sportsci.org/resource/stats/correl.html In this case the correlation coefficient is 0.9 indicating a high degree of correlation, but you'll notice that there's quite a bit of scatter; i.e. there are many examples of specific individuals who may have a greater skin fold thickness than someone else while having a lower body fat percentage. In the same way, there would be some scatter if we plotted kayak overall lengths vs. their waterline lengths, but we'd clearly see that the *tendency* is for the longer boats overall to also have long waterline lengths. When you compare kayaks, you will see that some have overhanging stem and/or stern, others have plumb stem and/or stern while others still have raked ends. Thus, you can find kayaks of the same overall length with very different waterline lengths. It is not automatically true that if a kayak has a longer overall length it necessarily has a longer waterline length. And of course no one has ever argued otherwise - you're just rambling on debating strawmen. If you're going to use the term "correlation" then it would be good if you knew what it meant. |
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