Constructing an Equation with X, Y, and Z for Desired Result

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Discussion Overview

The discussion revolves around constructing an equation involving three variables, X, Y, and Z, to achieve a desired result measured in meters. The context includes considerations of how these variables interact and influence the result, with a focus on modeling and fitting data, likely in a physics-related scenario.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant describes the ranges and impacts of X, Y, and Z on the Result, noting a bell-shaped curve for low and high values of X and a general increase in Result with increasing Y and Z, but with exceptions.
  • Another participant suggests that a model relating Result to X, Y, and Z is necessary, and mentions the possibility of using a least squares fit to adjust parameters for a best fit to the data.
  • A different participant questions the intended function of the equation, indicating the need for clarity on the desired outcome.
  • Another participant emphasizes the importance of showing prior work on the problem to facilitate guidance and assistance.

Areas of Agreement / Disagreement

Participants express varying degrees of understanding of the problem and suggest different approaches to modeling the relationship between the variables. There is no consensus on a specific method or equation to use, and the discussion remains unresolved.

Contextual Notes

Participants have not provided detailed assumptions or definitions for the variables or the desired Result, which may limit the clarity of the discussion. The mathematical steps for fitting the equation have not been fully explored.

mani_narasim
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Hi all,

I have a scenario with three variables, X,Y,Z and Result This is what I know about them:

X could go be from 1 – 100 say meters
Y could be 0 – 31 say ranking
Z could be 1- 100 say meters
Result is in meters (1-100)

For values of X between say 1-20 meters, and 80-100 meters it impacts the result very much i.e low values of Result i.e. like a bell shaped curve.
If Y increases then the Result increases for the most part of course there could be some exceptions.
IF Z increases then the Result increases again with an exception that if Z becomes like 50 meters then the probability of achieving that high Result (meters) is very low.

How do I put together an equation that consists of X, Y, Z to achieve the Result. Should I assume a correlation coefficient and then try to fit an equation. I have no clue about this.
Any help is greatly appreciated.

Thanks.
 
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Mani,

I'm not sure what you're trying to do but since this is a physics forum I imagine you're collecting data on some kind of physics experiment. You should probably have some kind of a model that relates "result" to the variables x, y and z. That model would have various parameters and you would, in essence, be trying to get a "best fit" to the data by adjusting those parameters.

One way to accomplish that would be a least squares fit.
 
Given three variables, you can put them together to get whatever you want!

WHAT is you function supposed to give?
 
as one great dead physicist has said, "give me one parameter, I can fit an elephant, two, I can make him grey and three, I can make his ears viggle"...Mani, you need to show us what you want to do and how you have worked on the problem so far. Then we can give guidance and help.
 

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