Stats or Proofs: Which Math Course is More Valuable for a Physics Major?

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SUMMARY

The discussion centers on the decision between taking Statistics or Foundations of Higher Mathematics for a physics major. Participants emphasize that Statistics is crucial for those interested in experimental physics and working with large data sets, while Foundations of Higher Mathematics is more beneficial for theoretical physics and advanced mathematical coursework. The consensus suggests that Statistics will provide essential skills for any future research, particularly in astrophysics and quantum physics. Ultimately, the choice depends on the individual's career aspirations within the field of physics.

PREREQUISITES
  • Understanding of basic physics concepts
  • Familiarity with statistical methods and data analysis
  • Knowledge of mathematical proofs and logic
  • Awareness of different physics research areas (theoretical vs. experimental)
NEXT STEPS
  • Research advanced statistical techniques relevant to physics, such as regression analysis and hypothesis testing
  • Explore the role of mathematical proofs in theoretical physics
  • Investigate the applications of statistics in astrophysics and quantum mechanics
  • Learn about data analysis tools commonly used in experimental physics
USEFUL FOR

Physics majors, graduate students in physics, and researchers interested in the application of statistics and mathematics in their fields of study.

Mike K
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I am a physics major deciding between taking either Statistics or Foundations of Higher Mathematics this semester.

Neither are major requirments. Foundations of Higher Math covers logic, set theory, proofs, number systems, and some basic analysis. Elementary to Intermediate Statistics and Data Analysis covers a large range of basic to advanced topics in statistics (alternatively, there are lower level stats options, but I think those are for non-STEM majors).

Which would be more useful for a future in physics/grad school? I planned on foundations at first because it was a prereq for a second semester of linear algebra, but I plan on taking PDEs instead.
 
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Mike K said:
Which would be more useful for a future in physics/grad school?

What do you see your future in grad school like? What topics? etc.
 
micromass said:
What do you see your future in grad school like? What topics? etc.

My undregrad research focuses on astrophysics, but I am becoming more interested in quantum after a few semesters of coursework.
 
If you ever see yourself working with a large set of data and what to say something meaningful about that data, go with statistics. If you never want or plan to see real data, then ignore statistics. Personally if you go the second route, i'll be happy. People like that often pay me an insane amount of money to do a t-test :).
 
Mike K said:
My undregrad research focuses on astrophysics, but I am becoming more interested in quantum after a few semesters of coursework.

OK, anything more specific? Are you interested in very mathematical physics? Theoretical physics? Or something very experimental?
If you're going with the experimental route, then statistics is always the better option. If you're planning to do a lot of math in the future, then the foundations will be more appropriate.
 
micromass said:
OK, anything more specific? Are you interested in very mathematical physics? Theoretical physics? Or something very experimental?
If you're going with the experimental route, then statistics is always the better option. If you're planning to do a lot of math in the future, then the foundations will be more appropriate.

I see what you mean. Unfortunately, I am unsure which I prefer as all my research has been theoretical and I am unsure if I would enjou experimental.
 
MarneMath said:
If you ever see yourself working with a large set of data and what to say something meaningful about that data, go with statistics. If you never want or plan to see real data, then ignore statistics. Personally if you go the second route, i'll be happy. People like that often pay me an insane amount of money to do a t-test :).

I agree that stats will be important no matter what I end up researching. I think I am leaning towards that. I'm just wondering if anyone found proof based math or logic useful in physics.
 
Mike K said:
I agree that stats will be important no matter what I end up researching. I think I am leaning towards that. I'm just wondering if anyone found proof based math or logic useful in physics.

Of course it can be useful in physics. A whole lot depends on where you end up in. Since you clearly don't know that yet, I don't think there's much meaningful advice we can give you.
 

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