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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

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What kind of method would show the association between these two sets

First of all please excuse my total lack of stats knowledge. I have only taken a couple back in my college days that I do not quite remember too much. I have a time series of data such as this: X …
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