Interpolation of data on Excel for analysis of Load Displacement

Click For Summary
SUMMARY

The discussion focuses on the need for a program to interpolate y values at specific intervals on the x-axis using a set of x and y values in Excel. Users suggest utilizing least squares regression to derive a function for y(x) and then applying it to obtain interpolated outputs. Additionally, the XNUMBERS Excel add-in is recommended for built-in interpolation functions, which can significantly streamline the process of handling large datasets. Resources for tutorials on using XNUMBERS are also provided to assist users in implementing these techniques effectively.

PREREQUISITES
  • Familiarity with Excel and its basic functionalities
  • Understanding of least squares regression analysis
  • Basic knowledge of Excel VBA for programming custom solutions
  • Access to the XNUMBERS add-in for advanced numerical methods
NEXT STEPS
  • Learn how to implement least squares regression in Excel
  • Explore Excel VBA programming for data manipulation and automation
  • Research the use of the XNUMBERS add-in for interpolation functions
  • Review tutorials on numeric calculus in Excel to enhance analytical skills
USEFUL FOR

Data analysts, engineers, and researchers who need to perform data interpolation and analysis in Excel, particularly those dealing with large datasets requiring precise calculations.

leon313
Messages
2
Reaction score
0
I don't need any help for the engineering maths I'll be doing after but if I anyone could advise me on how to write a program that would take a set of x and y values and then give me back the y values at certain intervals on the x-axis I would be very grateful. I've got colossal amounts of data that needs sorting before I can use it.

Thanks!
 
Engineering news on Phys.org
leon313 said:
I don't need any help for the engineering maths I'll be doing after but if I anyone could advise me on how to write a program that would take a set of x and y values and then give me back the y values at certain intervals on the x-axis I would be very grateful. I've got colossal amounts of data that needs sorting before I can use it.

Thanks!

Welcome to the PF. I'm not sure I understand your question. What format is the data in? Is it already in Excel in two columns? Or is it in a clear text file in CSV or some other format?

And you want the output of your program to be what? An Excel spreadsheet with an interpolated y data column next to some pre-set x data (regular interval) column?
 
leon313 said:
I don't need any help for the engineering maths I'll be doing after but if I anyone could advise me on how to write a program that would take a set of x and y values and then give me back the y values at certain intervals on the x-axis I would be very grateful. I've got colossal amounts of data that needs sorting before I can use it.

Thanks!

If you have the math worked out then most of the work will be in making the program interface. Is that what you need help with? If so, it sounds more like a programming issue. If so, then what language are you familiar with?

CS
 
Just do a least squares regression on the data set, and get a function for y(x). Then plug in values of x to the function you get and there's your interpolated outputs!
 
What I have is a few different sets of data, all with two columns in. My problem is that to take an average of all the different data sets, I need x values at set intervals, whereas at the minute I may have a y value at x = 0.9 and another at x = 1.1 and need the value at 1.0. This isn't a problem obviously to interpolate by hand but the values are to a few decimal places and to do the whole lot by hand would take quite a while. I'm pretty clueless with how to use Excel VBA to help me with it. So the output needs to be An Excel spreadsheet with an interpolated y data column next to some pre-set x data (regular interval) column as berkeman suggested.

Thanks again.
 
If you are using Windows XP, the link below has an Excel add-in called XNUMBERS that contains built in interpolation functions.

http://digilander.libero.it/foxes/SoftwareDownload.htm

Look for the item at the top of the list called "XNUMBERS 5.6 - Multi Precision Floating Point Computing and Numerical Methods for EXCEL"

There is also an excellent tutorial:

http://digilander.libero.it/foxes/Documents.htm

Look for the item called “Numeric calculus in Excel” Xnumbers Tutorial vol.1,Oct. 2007 by Foxes Team.
 

Similar threads

Replies
11
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 17 ·
Replies
17
Views
5K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K