Recursive Residuals
This function is an implementation of the recursive residuals method for detecting outliers in linear regression, based on F. Kianifard and W.H. Swallow's paper in Biometrics, 1989 45, 571.
While MATLAB has some functions which "detect outliers" the documentation is not necessarily clear on the methods are used.
This works on a set of paired x-y data which are assumed to follow the line y = mx+b
Zitieren als
James Harynuk (2024). Recursive Residuals (https://www.mathworks.com/matlabcentral/fileexchange/71206-recursive-residuals), MATLAB Central File Exchange. Abgerufen .
Kompatibilität der MATLAB-Version
Plattform-Kompatibilität
Windows macOS LinuxKategorien
- AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Regression > Linear Regression >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Live Editor erkunden
Erstellen Sie Skripte mit Code, Ausgabe und formatiertem Text in einem einzigen ausführbaren Dokument.
Version | Veröffentlicht | Versionshinweise | |
---|---|---|---|
1.2.1 | Fixed error in reporting number of discordant points tested in the case when no outliers found. |
||
1.2 | Fixed bug where code did not work when only one potential outlier present and in small data sets. Also cleaned up the possible outlier testing code. |
||
1.0.0 |