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Experimental design is the process of planning a study to meet specified objectives. Planning an experiment properly is very important in order to ensure that the right type of data and a sufficient sample size and power are available to answer the research questions of interest as clearly and efficiently as possible.
Things to include: randomization, replication, blocking, factorial experiments, orthogonality
Experimental Design