hessianAnalysisDemo

Demo of how Hessian analysis can reveal a poorly scaled estimation problem

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This is a demonstration of how Hessian analysis reveals that a parameter estimation problem is poorly scaled. The model investigated is nonlinear, and a local linearization is done numerically. In principle this code can be adapted to do similar anlysis on any nonlinear model.

Submission uses portions of the very useful DERVIEST suite.

Cite As

Steinar Elgsæter (2026). hessianAnalysisDemo (https://uk.mathworks.com/matlabcentral/fileexchange/35116-hessiananalysisdemo), MATLAB Central File Exchange. Retrieved .

Acknowledgements

Inspired by: Adaptive Robust Numerical Differentiation

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0.0