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Table 2 Abbreviations of the methods used throughout this paper. Table reproduced from [13], with permission from Springer

From: Approximate parameter inference in systems biology using gradient matching: a comparative evaluation

Abbreviation Method Reference
C&S Tempered mismatch parameter using splines-based
smooth functional tempering
Campbell and Steele [5]
INF Inference of the gradient mismatch parameter using GPs Dondelinger et al. [4]
LB2 Tempered mismatch parameter using GPs in log base
2 increments
Our method
LB10 Tempered mismatch parameter using GPs in log base
10 increments
Our method
GON Reproducing kernel Hilbert space and penalised likelihood. The penalty parameter is estimated using AIC González et al. [14]
GON Cross Reproducing kernel Hilbert space and penalised likelihood. The penalty parameter is estimated using 3-fold cross validation González et al. [14]
RAM Hierarchical 3 level regularisation approach using splines
based interpolation
Ramsay et al. [3]