I recently published an article summarizing some of my ideas on ethics in statistics, going over these recommendations:
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Open data and open methods,
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Be clear about the information that goes into statistical procedures,
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Create a culture of respect for data,
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Publication of criticisms,
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Respect the limitations of statistics.
The full article is here.