Which Advanced Math Courses Prepare a Math Major for Statistics?

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Discussion Overview

The discussion centers on identifying advanced mathematics courses that would effectively prepare a math major for studying statistics. It explores the prerequisites and foundational knowledge necessary for rigorous statistical learning.

Discussion Character

  • Exploratory, Conceptual clarification

Main Points Raised

  • One participant inquires about a rigorous statistics book suitable for someone comfortable with proofs.
  • Another participant asks if the original poster has learned probability theory, suggesting it may be a prerequisite for studying statistics.
  • A later reply indicates uncertainty about the necessity of measure theory or analysis and requests a list of courses the original poster has taken or feels comfortable with.

Areas of Agreement / Disagreement

The discussion does not present a consensus on which specific advanced math courses are most beneficial for preparing for statistics, and multiple viewpoints regarding prerequisites are expressed.

Contextual Notes

Participants have not yet established a clear list of courses or a definitive path for preparation, and there may be assumptions about the foundational knowledge required for studying statistics.

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?
 
Physics news on Phys.org
Have you already learned probability theory?
 
No
 
Measure theory? Analysis? Can you list all courses you've taken/comfortable with?
 

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