Calculus Help locating a Math Equation to fit this curve

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SUMMARY

The discussion centers on determining a mathematical equation to fit a curve based on two given points, specifically in the context of concentration versus value. Participants highlight that with only two points, the best fit is a straight line, while three points are necessary for a parabola. Suggestions include using square root functions or logarithmic functions, particularly through Log-Log graphs for power functions. The need for additional data points and clearer axis definitions is emphasized to improve the accuracy of any proposed model.

PREREQUISITES
  • Understanding of basic algebra and graphing concepts
  • Familiarity with square root and logarithmic functions
  • Knowledge of curve fitting techniques
  • Basic principles of concentration in chemistry
NEXT STEPS
  • Research methods for curve fitting with limited data points
  • Learn about Log-Log transformations for power functions
  • Study the principles of exponential decay in chemistry
  • Explore the use of parabolic equations in data modeling
USEFUL FOR

Mathematicians, data analysts, chemistry students, and anyone involved in curve fitting and data interpretation will benefit from this discussion.

ikihi
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The concentration is the Y axis, and the values are the x axis. What is the equation for finding a target value on a curve between set of points?
curve.png
 
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That completely depends on the curve. Since you have not provided any more information than ”curve”, nobody can say.
 
ikihi said:
The concentration is the Y axis, and the values are the x axis. What is the equation for finding a target value on a curve between set of points?
That looks a bit like a square root function.
Swap the x and y axes, and it becomes a parabola.
It takes three known points to fit a parabola, but you only have two.
The best you can do with two points is a straight line.

Log-Log graphs are good for power functions. Maybe if you plot Log(x) against Log(y) to get a straight line, it would make interpolation easier, but still unreliable. That assumes there is no data less than or equal to zero on the x or y axis.
 
ikihi said:
The concentration is the Y axis, and the values are the x axis. What is the equation for finding a target value on a curve between set of points?
View attachment 335714
I have not read other responses yet and have not picked at this one yet, but the curve drawn appears like part of a circle. Can you work that way with your example?

Also, the description for your graph is incomplete. WHAT is the x-axis? What are those "values" supposed to mean?
 
ikihi
We cannot be sure what points we see accented on your graph. What are the ordered pair of those points accented in the big red dots?

edit: If we try to estimate to read your two points they may be (6.9 , 0.0093) and (4.8, 0.0041) .

If we guess that you have attempted to fit your scale numberings to the points, as off as they appear, these might be (4.8, 0.0040) and (7.0, 0.0080).
What ARE the two given points?
 
Last edited:
I changed my mind. I do not like the idea of fitting those only two points to a circle. Better for some square root function or logarithmic function. Still we no know your actual given points.
 
To be honest, neither the square root function norbthe circle seem like good firs to me. This entire discussion just accentuates what I already said in #2. There is way too little information in the OP to make anything but guesswork.
 
Orodruin said:
There is way too little information in the OP to make anything but guesswork.
Concentration suggests chemistry, which suggests adding exponential decay to the list of possible functions.

Like a good mystery, we need a couple of more data points, and units for the axes.
 
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Baluncore said:
Concentration suggests chemistry, which suggests adding exponential decay to the list of possible functions.

Like a good mystery, we need a couple of more data points, and units for the axes.
Did you also note the scales of the x and y axes? My point is not that it is a good mystery, my point is that it the mystery is not well defined, making any speculation meaningless.
 
  • #10
Orodruin said:
Did you also note the scales of the x and y axes? My point is not that it is a good mystery, my point is that it the mystery is not well defined, making any speculation meaningless.
That's right. And we have not been informed better since @ikihi posted.
 
  • #11
Thread closed.
The OP started this thread after an earlier thread was deleted by another mentor. Homework and homework-type questions must be posted in the relevant subforum of the Homework Help section.
 

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