Uncertainty Analysis: Understanding Errors in Quantity Measurements

  • Context: Undergrad 
  • Thread starter Thread starter Henryflycat
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    Analysis Uncertainty
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Discussion Overview

The discussion revolves around uncertainty analysis in measurements, specifically focusing on how to report final quantities with associated errors. Participants explore different methods for combining various types of errors, including reading error, standard deviation from repeated measurements, and equipment accuracy.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested

Main Points Raised

  • One participant outlines three types of errors involved in measurements: reading error, standard deviation, and equipment accuracy, and questions how to combine them for reporting.
  • Another participant suggests that smaller errors can be ignored if they do not significantly contribute to the overall uncertainty.
  • A different viewpoint states that the maximum error can only be taken if it is much larger than the others.
  • A request for clarification on the measurement equation is made, indicating a need for more context in the discussion.

Areas of Agreement / Disagreement

Participants express differing opinions on how to handle the combination of errors, with no consensus on a standard method for error analysis. Some advocate for ignoring smaller errors, while others emphasize the need for careful consideration of all errors involved.

Contextual Notes

There is a lack of clarity regarding the specific measurement equation being referenced, which may influence the discussion on error analysis methods.

Henryflycat
Hey,

I have a question about uncertainty analysis. So my university told me that, usually a quantity has 3 types of errors, reading error, standard deviation (which comes from some repeated measurements of that quantity), and equipment accuracy (which is usually stated on the equipment).

My question is, if I've got these 3 errors, to report the final quantity with X_est +/- X_error, which error should I use for X_error? Some references said I need to do a propagation of all these 3, like the square root of reading_error^2 + accuracy^2 + std_dev^2. Someone said we can ignore the smaller ones, just the take maximum of these 3 errors to be the final error X_error.

Which method is actually the standard way for error analysis? I'm pretty confused.

Thanks a lot.
 
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Henryflycat said:
Someone said we can ignore the smaller ones, just the take maximum of these 3 errors to be the final error X_error.

Ignore only if they do not significantly contribute to the overall uncertainty. It would not make a great deal of sense to include errors whose effect is less than the precision of the measure quantity.
 
Henryflycat said:
Someone said we can ignore the smaller ones, just the take maximum of these 3 errors to be the final error X_error.
You can only do this if the largest is much larger than the others.
 

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