Graphical and Numerical Checks for Mode-Finding Routines

Tools for checking that the output of an optimization algorithm is indeed at a local mode of the objective function. This is accomplished graphically by calculating all one-dimensional "projection plots" of the objective function, i.e., varying each input variable one at a time with all other elements of the potential solution being fixed. The numerical values in these plots can be readily extracted for the purpose of automated and systematic unit-testing of optimization routines.


Reference manual

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1.0 by Martin Lysy, 2 years ago

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Authors: Martin Lysy

Documentation:   PDF Manual  

GPL-3 license

Imports stats, graphics

Suggests testthat, quantreg, mclust, knitr, rmarkdown

See at CRAN