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Does the amount of purifier have a significant effect on yield according to this regression analysis? Based on this alone, would you be likely to

Does the amount of purifier have a significant effect on yield according to this regression analysis?
Based on this alone, would you be likely to recommend including a purifying step in the production process?
What would you recommend? Are there any other considerations that might change your mind?

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