Murphy Diagrams
The function murphydiagram(f1, f2, y, varargin) computes elementary score functions and draw the so called Murphy Diagram to compare quality of point forecasts in very general sense. For details see the following paper:
Ehm, W., Gneiting, T., Jordan, A. and Krueger, F. (2016), Of quantiles and expectiles: consistent scoring functions, Choquet representations and forecast rankings. J. R. Stat. Soc. B, 78: 505–562. doi:10.1111/rssb.12154
Usage of murphydiagram(f1, f2, y, varargin)
f1 and f2 are [n x 1] vectors of forecasts to be compared,
y is [n x 1] vector of realizations
For details see an example code "replication_example.m".
This Matlab code is converted from R-code by Alexander Jordan and Fabian Krueger, see the "murphydiagram" R package v. 0.11, https://cran.r-project.org/web/packages/murphydiagram/index.html
Cite As
Damian Stelmasiak (2024). Murphy Diagrams (https://www.mathworks.com/matlabcentral/fileexchange/60974-murphy-diagrams), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxCategories
Tags
Acknowledgements
Inspired by: raacampbell/shadedErrorBar, rgb2hex and hex2rgb
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Discover Live Editor
Create scripts with code, output, and formatted text in a single executable document.