Before the algorithm: An exemplar case of the necessity of statistical testing for epidemiological consistency in public health data
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The adoption of sophisticated analytical tools, including Machine Learning and massive data processing, has accelerated health research. However, a foundational principle asserts that the rigor of these complex methods is dependent on the integrity and validit... ...