Need help finding an equation that fits data

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In summary, the speaker is seeking help to create a point system for a project and is struggling to find an equation that fits the given parameters. They explain that there are many possible functions that could work and suggest using a discontinuous or smooth function to fit the data points.
  • #1
mudderrunner
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I'm trying to devise a point system for a project I'm working on and I need to come up with an equation that fits these parameters so that I can fill in the rest of the points. Hopefully someone can help me out. It looks like it should be easy but I can't figure it out. *this is not a school project*

# | points
----------
1 | 1
2 |
3 |
4 |
5 |
6 |
7 |
8 | 0
9 |
10| -1
11| -1
12| -1
13| -1
etc.|etc.
 
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  • #2
You understand, don't you, that there exist an infinite number of functions passing through any given finite number of data points? You have to specify what kind of function you want and then find the parameters for it. If you don't need continuity, then a perfectly good function that works here would be f(x)= 1 if x< 8, f(8)= 0, f(x)= -1 if x> 8.
If you want a smooth function, then you can always fit an n+1 degree polynomial through any given n points. Here you have 6 points so there exists a unique 7th degree polynomial passing through those 6 points.
 
  • #3



Hi there,

I would suggest taking a closer look at the data and trying to find a pattern or relationship between the points and the corresponding numbers. This could involve plotting the data on a graph and seeing if there is a linear, exponential, or other type of trend. From there, you can use mathematical techniques such as regression analysis to find an equation that best fits the data. Alternatively, you could also try using a computer program or online tool to help you find the equation that fits the data. I would also recommend seeking advice from a mathematician or statistician for assistance with this task. Good luck with your project!
 

What is an equation that fits data?

An equation that fits data is a mathematical representation of a relationship between two or more variables that accurately describes the observed data points.

Why is it important to find an equation that fits data?

It is important to find an equation that fits data because it allows for better understanding and prediction of patterns and trends in the data. It also helps to identify any outliers or errors in the data.

How do I find an equation that fits data?

To find an equation that fits data, you can use various mathematical methods such as linear regression, polynomial regression, or curve fitting. These methods involve analyzing the data and selecting the best equation that represents the relationship between the variables.

What factors should I consider when choosing an equation that fits data?

When choosing an equation that fits data, you should consider the type of relationship between the variables (linear, quadratic, exponential, etc.), the accuracy of the equation in fitting the data points, and the simplicity of the equation.

Can I use an equation that fits data to make predictions?

Yes, an equation that fits data can be used to make predictions. Once the equation has been determined, you can plug in values for the independent variable to calculate the corresponding values for the dependent variable.

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