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A 4-factor two level factorial experiment is conducted involving expensive material. In order to stay in...

A 4-factor two level factorial experiment is conducted involving expensive material. In order to stay in budget, only one replication can be done for each of the 16 test runs. Is it possible to use Anova, and if not, what conceptually should be used to estimate or stand in for the residual variance?

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