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If there was a certification exam for statisticians, what would be the syllabus, including the recommended reading material (to give an idea of the level of the exam)?

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The Royal Statistical Society offers three levels of professional exam in statistics. Their documentation includes the syllabuses (pdf) and a series of reading lists. Far too much material to summarise here!

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The American Statistical Association, The Royal Statistical Society, and the australian and Canadian societies all have certification. In the case of ASA where I have certification and RSS where I have an application in, there is not a required test. They look for information from your CV and references.

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