Randomized Controlled Experiment
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One method to consider, often referred to as the gold standard in experimental design, is the randomized controlled experiment, where participants are randomly assigned to two groups, and then results from the experimental group (who receive a treatment) are compared with the results from the control group (who do not).
From
Chapter:
Lies, Damned Lies, and Statistics
Section:
To Believe Or Not Believe