PESTO: Parameter EStimation TOolbox

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Abstract

Summary PESTO is a widely applicable and highly customizable toolbox for parameter estimation in MathWorks MATLAB. It offers scalable algorithms for optimization, uncertainty and identifiability analysis, which work in a very generic manner, treating the objective function as a black box. Hence, PESTO can be used for any parameter estimation problem, for which the user can provide a deterministic objective function in MATLAB. Availability and implementation PESTO is a MATLAB toolbox, freely available under the BSD license. The source code, along with extensive documentation and example code, can be downloaded from https://github.com/ICB-DCM/PESTO/. Contact jan.hasenauer@helmholtz-muenchen.de Supplementary informationSupplementary dataare available at Bioinformatics online.

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Stapor, P., Weindl, D., Ballnus, B., Hug, S., Loos, C., Fiedler, A., … Hasenauer, J. (2018). PESTO: Parameter EStimation TOolbox. Bioinformatics, 34(4), 705–707. https://doi.org/10.1093/bioinformatics/btx676

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