I have 2 8x8 arrays. I want to compare the data between them, identify the differences, find a way to graphically display the differences, determine whether (which?) differences are statistically significant, and then define how much confidence we should have in these results. I would prefer to build something in Excel or similar so I can replicate this analysis for another 25 pairs of arrays. Doable?
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Best Statistics help here. I'm exceptionally good in statistical analysis. I will develop a suitable test, whether excel, spss or R to test for its significance. ANOVA tables or regression models might be useful.