by Aad W. van der Vaart
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Suggested foundations for probability and statistical reasoning. Specialist prerequisites vary by resource.
Read the distributions and expectations used in probabilistic arguments.
Interpret expectations after information is observed.
Assess uncertainty rather than treating an estimate as a fact.
Move from conditioning and expected values to timed problems with a defensible solution.