What Could a Steeper Best Fit Line Than Maximum Line Mean in Graph Analysis?

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Discussion Overview

The discussion revolves around the interpretation of a graph analysis in a Physics Extended Essay, specifically addressing the situation where the best fit line is steeper than the maximum line. Participants explore the implications of this observation in the context of experimental data related to the Doppler Effect.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested, Homework-related

Main Points Raised

  • One participant suggests that the error bars might be too small, indicating potential measurement errors or non-linear behavior of the system being measured.
  • Another participant requests the original data to provide more specific suggestions regarding the analysis.
  • A further comment emphasizes that the theoretical values may not be relevant to the question at hand, focusing instead on the regression lines derived from the measurements.
  • Participants express a need for clarification on how the three regression lines were obtained to better understand the situation.

Areas of Agreement / Disagreement

There is no consensus on the interpretation of the steep best fit line, and multiple competing views regarding measurement accuracy and data presentation remain. The discussion is unresolved.

Contextual Notes

Limitations include potential inaccuracies in measurement, the dependence on the accuracy of error bars, and the need for further data to clarify the situation.

CrzCz
Hi guys so I have done a Physics EE but after plotting the graph, I encountered a very huge problem with my best fit, maximum, and minimum line... My best fit line is steeper than my maximum line! (Minimum line: Orange Maximum line: Grey Best fit line: Blue)

So the thing is, what does this mean? I don't even know what to say about my analysis or anything anymore.. Please help..
 

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From the looks of it, your error bars ## \Delta x ## might be too small. There can be measurement errors that aren't completely obvious. e.g. if a meter measures something with 3 decimal places doesn't mean you have 3 decimal place accuracy. ## \\ ## There is also the possibility that the system that was being measured does not have a straight line behavior, but assuming that it does, the error bars appear to be too small. If the error bars are indeed accurate, it would indicate the system does not obey that of a straight line in y vs. x.
 
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Why don't you show the data that you started with and then we can maybe suggest something.
 
magoo said:
Why don't you show the data that you started with and then we can maybe suggest something.

So the experiment that I did was for Doppler Effect... For the graph, the blue line is the data I got from the experiment and the orange line is the data that I got from calculations...
 

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The theoretical values are not relevant to your question, right? You are just asking about the three regression lines you got from the measurements.
Please post your measurements in a machine-readable form. I know PF doesn't allow .xls, for some strange reason, but you could use .csv as a text file.
Please also explain how you obtained the three regression lines.
 

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