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Nuzzo reviews al- ternative approaches that have been encouraged by stat- isticians, including placement of emphasis on effect sizes and confidence intervals, the use of a Bayesian framework that assesses the a priori probability of a given hypothesis and the a posteriori probability of that hypothesis after a statistical test has been conducted, and the use of 2-stage analysis in which subsequent experiments to confirm an initial finding are preregistered in a public database before the confirmatory experiments are conducted.