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In many cases, your primary goal in fitting curves is to compare models, or compare fits of two (or more) data sets.  

First review the general principles of comparing models.

Next review the method you choose to use: Extra sum-of-squares or AIC model comparison.

Review how Prism compares models when it detects outliers.

 

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