Stats & Physics Blend: Pursuing a Career in Research

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Discussion Overview

The discussion revolves around the integration of statistics and physics, particularly the role of statisticians or data analysts in physics research. Participants explore the educational pathways and career prospects for those interested in contributing to physics research without necessarily being physicists.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Conceptual clarification

Main Points Raised

  • One participant expresses interest in being part of a physics research team as a statistician/data analyst, questioning the existence of such roles.
  • Another participant confirms that statisticians are indeed needed in research groups, particularly in physics, but notes a lack of good statistical practices in some areas.
  • There is a suggestion that a physics graduate can pursue a PhD in data analysis/statistics without needing a formal statistics degree, emphasizing the importance of taking statistics courses during undergraduate studies.
  • A participant inquires whether a double major in statistics and a scientific discipline is necessary for working as a statistician in a research lab, or if physicists and biologists can handle statistical analysis independently.
  • Concerns are raised about the expectation for physics graduate students to conduct their own statistical analyses, with one participant suggesting that professors may prefer hiring students or postdocs with physics knowledge over external statisticians.
  • Another participant argues that in fields like astrophysics and particle physics, understanding the instruments and underlying theories is crucial, implying that pure statistical roles may be limited in these areas.

Areas of Agreement / Disagreement

Participants generally agree that statisticians play a role in physics research, but there is disagreement regarding the necessity of formal statistics training and the extent to which physicists can independently conduct statistical analyses. The discussion remains unresolved on the best educational path and the specific roles of statisticians in different physics disciplines.

Contextual Notes

Some limitations include the varying expectations for statistical knowledge across different scientific disciplines and the anecdotal nature of experiences shared regarding hiring practices in academia and industry.

quanto
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What sort of a blend would this be? Let's say I am interested in being part of a research in some physics discipline but not necessarily as a physicist but as a statistician/data analyst. Like The guys/girls who compile, analyze etc the data from experiments on particle interaction, for example. And they pass this data on to the scientists to interpret and analyze it in their own terms. So on the same team but a different role. Is there really such a thing? How would one go about designing their undergrad/graduate studies to go about pursuing such a career?
 
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I'll assume that studying physics is important to you as well, otherwise I might have suggested different undergraduate degrees.

quanto said:
Is there really such a thing?

Yep. Statisticians are needed (unfortunately for the community, not always present..) in one form or another in every research group. It is my feeling that good statistics is lacking in many research disciplines, though not highlighting physics in particular.

quanto said:
How would one go about designing their undergrad/graduate studies to go about pursuing such a career?

Pick up whatever statistics courses you can during your undergraduate. If you're looking to work in research, then a PhD in some sort of data analysis/statistics won't be hard to come by for a physics graduate - so you won't necessarily need any official statistics component of your degree. Even if you take a PhD in physics, you will be able to find something that involves analysing data sets, or you could find somewhere that will let you build a key statistics component into your research (you don't need to research in statistics, only apply it to the level that you can start to understand how all this stuff works). The 'statisticians' I know in my old physics department are just physicists with an interest in statistics - being the 'go to guy' for stats advice has the interesting effect where you will learn more about statistics, and so become even more-so that 'go to guy'.
 
cool advice faster, thanks!


i was also wondering if i want to work as a statistician in a research lab would i need to double major in that corresponding scientific discipline too? or is that something that the physicist, biologist can carry out on their own?
 
Where exactly are you thinking you want to do research? Industry or academia?

In academia, I would expect that, at least in physics, most graduate students are expected to know (or to learn) enough statistics to carry out their own analyses. They won't usually go searching for statisticians to analyze their data for them. Furthermore, a professor isn't going to hire a statistician to analyze the data, because they could use that money to pay a student or postdoc who knows the physics inside out and can do statistical analysis. If you want to do research in academia, in physics, you'd be better offer studying physics as a major and taking some stats classes, perhaps getting a minor in it.

As for other disciplines in academia, I'm not sure - maybe less-mathematically inclined biologists are more inclined to hire statisticians to do their analyses (or maybe they just all have statistics software like SPS to do it for them without hiring a statistician).

I don't know what the situation with research in industry might be.

Of course, you'll want to more thoroughly look into this, as this is anecdotal evidence I'm basing my conclusions on, but I don't expect them to be too wrong on average.
 
quanto said:
What sort of a blend would this be? Let's say I am interested in being part of a research in some physics discipline but not necessarily as a physicist but as a statistician/data analyst.

There are some areas of experimental physics which the people involves are basically statisticians and data analysts.

Like The guys/girls who compile, analyze etc the data from experiments on particle interaction, for example. And they pass this data on to the scientists to interpret and analyze it in their own terms. So on the same team but a different role. Is there really such a thing?

In astrophysics and particle physics no. The problem is that in order to come up with something meaningful, you have to understand the instrument and the underlying theory.
 

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