The ASA Statement on P-Values: Context, Process, and Purpose
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The ASA Statement on P-Values: Context, Process, and Purpose
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The provided texts detail the American Statistical Association's (ASA) landmark 2016 statement on p-values and statistical significance, driven by widespread misuse and misinterpretation within the scientific community. They outline a historical timeline of concerns regarding p-values, highlighting a "reproducibility crisis" and "circular logic" in their application. The sources explain the six key principles of the ASA statement, clarifying what p-values do and do not measure, and advocating for full transparency and contextual interpretation rather than rigid thresholds. Finally, they introduce alternative statistical approaches while emphasizing that no single index should replace scientific reasoning.
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