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The claimed reproducibility crisis is a complex issue, rooted in the excessive pressure put on researchers to make ‘discoveries’ and publish their results in prestigious scientific journals, all of which is crucially dependent on finding statistically significant results. No single institution or profession is to blame. We have also showed when discussing hypothesis testing that, even if statistical practice were perfect, the rarity of true and substantial effects means a substantial proportion of results that are claimed to be ‘significant’ are inevitably going to be false-positives (Figure ...more
The Art of Statistics: Learning from Data
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