What is the purpose of adding a blocking variable to a randomized block design ANOVA experiment?
A) To factor out the effects of the block on the means of the groups
B) To increase the overall sample size and reduce the standard errors
C) To investigate the effects of the block on the means of the groups
D) To reduce the variation and observed differences between groups
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