Y=KX^n Graphing and Coefficient

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SUMMARY

The discussion centers on the equation y=KX^N and its application to a dataset in chemistry exhibiting a curved negative slope. To transform this equation into a linear form, the value of N must be set to 1, making the equation y=kx a linear representation. The constant K can be any non-zero real number. The participants suggest using logarithmic transformations to analyze the data, indicating that plotting Log(y) against Log(x) yields a linear relationship, which is more suitable for fitting the data.

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  • Basic knowledge of graphing techniques, including Cartesian and semilog paper
  • Ability to interpret coefficients in linear equations
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Chemists, data analysts, and students studying mathematical modeling in scientific contexts will benefit from this discussion, particularly those interested in graphing and analyzing nonlinear relationships.

lunapt
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So there's this graph in chemistry with a curved negative slope shape.

(x, y)
(0.16, 104.61)
(0.26, 39.62)
(0.35, 21.86)
(0.56, 8.54)
(0.70, 5.47)
(0.98, 2.79)


The equation is y=KX^N

1) What is the value of N for which the graph would be a straight line?
2) What is the value of K for which the graph would be a straight line?


No idea how to do this.
 
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lunapt said:
So there's this graph in chemistry with a curved negative slope shape.

(x, y)
(0.16, 104.61)
(0.26, 39.62)
(0.35, 21.86)
(0.56, 8.54)
(0.70, 5.47)
(0.98, 2.79)


The equation is y=KX^N

1) What is the value of N for which the graph would be a straight line?
2) What is the value of K for which the graph would be a straight line?


No idea how to do this.

Using purely qualitative understanding of functions, you would expect any equation of the form, y=kx where y is the dependent varialbe, x is the dependent variable, and k is any real nonzero number constant, the be an equation for a line. Knowing that, if you wished y=kx^n to be a line, then n=1, and again, k is any real constant not equal to zero.
 
Your (x, y) data show x going through one cycle of 10 and y going through about two cycles of 10. An exponential fit might be reasonable to try. You get a better idea if you plot the points on cartesian paper. Maybe semilog paper, too.
 
i tried exponentially, and if i put in logy and input y values, then its almost a straight line...
how do i find n?
 
Welcome to PF, lunapt!:

Consider that:
y=K X^N
\log y=\log(K X^N)
\log y=\log K + N \log X

The method would be to set up the regular equation for a line.
And then match the coefficients with log(K) and N.

However, it seems to me that your equation wouldn't fit (but I did not work it out).
It seems more likely that your relation is y=K N^X.
So:
\log y = \log(K N^X)
\log y = \log K + X \log N
 
lunapt,

Your points plotted on a cartesian system directly appear like exponential decay. Your points when treated as Log(y) versus Log(x) and then plotted seem to give a very clean, accurate, line.
 

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