image thumbnail

LocalStats

version 1.1.0 (2.63 KB) by Phineas
LocalStats calculactes local statistica indicators for measurement data. Can be helpfull for regression analysis.

9 Downloads

Updated 03 Aug 2021

View License

Tool based on an intuitional approach. The proximity of measurement data is weighed with a Gauss function of the distance. With this approach some valuable local indicators can be calculated
  • local number of points
  • local density of points
  • local mean
  • local variance/Standard deviation
  • local confidence intervall
  • coefficient of determination based on local mean
  • Probability of the Chi Square sum if regression data is defined
There are some usefull applications in daily life for data analysis. Approach will be presented in the scope of some future article. Discussion welcome :)

Cite As

Phineas (2021). LocalStats (https://www.mathworks.com/matlabcentral/fileexchange/96987-localstats), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2021a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!