Which Advanced Math Courses Prepare a Math Major for Statistics?

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SrVishi
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Hello, I am looking to learn statistics. What would be a good rigorous statistics book for someone who is completely comfortable with proofs?
 

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Have you already learned probability theory?
 
Measure theory? Analysis? Can you list all courses you've taken/comfortable with?
 

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