Loglog Graph: Relation between N and E

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Discussion Overview

The discussion centers around the interpretation of a log-log graph representing the relationship between two variables, $N$ and $E$. Participants explore how to derive parameters from the graph and address potential discrepancies in calculations related to these parameters.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • Some participants explain that straight lines on a log-log plot indicate power relationships of the form $y=a x^b$ and discuss how to determine the coefficients $a$ and $b$.
  • There is a proposal that the log-log graph of $E$ with respect to $N$ can be expressed as $\log E = a \log N + c$, leading to the transformation $E = 10^c N^a$.
  • One participant presents equations derived from specific data points to solve for $a$ and $c$, obtaining $a = -2$ and $c = \log(656) - 2$.
  • Another participant questions the correctness of their calculations after comparing results with Wolfram|Alpha, which suggests a discrepancy in the values.
  • Concerns are raised about the significance of the difference in results, particularly regarding the approximation provided by Wolfram|Alpha.

Areas of Agreement / Disagreement

Participants express uncertainty regarding the accuracy of their calculations and the interpretation of results. There is no consensus on the correctness of the derived values for $a$ and $c$, as discrepancies remain unresolved.

Contextual Notes

Participants note the importance of the data's accuracy in determining the parameters and discuss the implications of significant figures on the results.

evinda
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Hello! (Wave)

What does a loglog-graph represent?

For example if we have the following loglog-graph, which is the relation between $N$ and $E$ ?

View attachment 4871
 

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Straight lines on a log-log plot correspond to power relationships of the form $y=a x^b$. The log-log plot can help you determine $a$ and $b$. See the link for info on how to do that.
 
Ackbach said:
Straight lines on a log-log plot correspond to power relationships of the form $y=a x^b$. The log-log plot can help you determine $a$ and $b$. See the link for info on how to do that.

So the loglog-graph of $E$ in respect to $N$ represents the graph of $\log (E)$ in respect to $\log (N)$, right?

Since the graphical representation of the function $\log{E (\log N)}$ is a straight line we conclude that the function is linear, so $\log E= a \log N+c \Rightarrow E=10^c N^a$.

Is it right so far?

The following table shows N and E(N).
View attachment 4872How can we use it to find $c$ and $a$ ? (Thinking)
 

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evinda said:
So the loglog-graph of $E$ in respect to $N$ represents the graph of $\log (E)$ in respect to $\log (N)$, right?

Since the graphical representation of the function $\log{E (\log N)}$ is a straight line we conclude that the function is linear, so $\log E= a \log N+c \Rightarrow E=10^c N^a$.

Is it right so far?

Yep!

The following table shows N and E(N). How can we use it to find $c$ and $a$ ? (Thinking)

That depends on whether the data you have is exactly on the graph, or only approximately on the graph. If exact, then just pick two points, get yourself a system of two equations in two unknowns, and solve. If inexact, then first you should fit a straight line to the data (typically least-squares fit), then just transform that line the way you just have, and you're done.
 
Ackbach said:
That depends on whether the data you have is exactly on the graph, or only approximately on the graph. If exact, then just pick two points, get yourself a system of two equations in two unknowns, and solve.

I took the last two data for $N$ and $E(N)$ and so I got the equations:

$$\log ( 164 \cdot 10^{-6})=a \log{(2 \cdot 10^2)}+c \\ \log{(41 \cdot 10^{-6})}= a \log{(4 \cdot 10^2)}+c$$

from which I got $a=-2, c=\log (656)-2$.

But according to log'('0.000164')''='a'*'log'('200')''+'c, log'('0.000041')''='a'*'log'('400')''+'c - Wolfram|Alpha the result is wrong.

So do you think that I might have a mistake at my calculations? Because I can't find one.. (Sweating)
 
evinda said:
I took the last two data for $N$ and $E(N)$ and so I got the equations:

$$\log ( 164 \cdot 10^{-6})=a \log{(2 \cdot 10^2)}+c \\ \log{(41 \cdot 10^{-6})}= a \log{(4 \cdot 10^2)}+c$$

from which I got $a=-2, c=\log (656)-2$.

But according to log'('0.000164')''='a'*'log'('200')''+'c, log'('0.000041')''='a'*'log'('400')''+'c - Wolfram|Alpha the result is wrong.

So do you think that I might have a mistake at my calculations? Because I can't find one.. (Sweating)

I'm confused. $\log(656)-2\approx 0.8169$, which is what W|A got.
 
Ackbach said:
I'm confused. $\log(656)-2\approx 0.8169$, which is what W|A got.

So is my result right although at [m] Wolfram [/m] it is $a \approx -2 $ while I got $a=-2$ ? (Thinking)
 
If W|A says it's approximately 2, I wouldn't worry about it. At that point, you probably don't have that many significant figures anyway, so worrying about that level of accuracy is counter-productive.
 

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