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The most common use for a chi-square test is a "goodness of fit" test.

Suppose you have a set of observations. These may be classified according to one or more characteristics. You also have a hypothesis about what the distribution should be. The chi-square statistic is an indicator of how well the observed values agree with the values that you might expect if your hypothesis were true.

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Q: What does the Chi-square tell me?
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