Table 1. Summary of results obtained by the different methods.
T.S. | G.S. | S.T. | D.T. | D.A. | I.F.T. | I.D.R.N. | |
Goodwin one obs | NR | NR | NA | NC | NR | NA | NA |
Goodwin full obs | SLI | SLI | NA | NC | SNI | SLI (σ>2) | SLI (σ, A fixed) |
Goodwin poly. form, 1 obs | SLI | SLI | NA | NC | NR | NA | NA |
Goodwin poly. form, full obs | SGI | SGI | NA | NC | SNI no i.c. | SLI no i.c. | NA |
Pharma. one obs | SLI | SLI | NA | NC | NR | NR | SLI some pars. |
Pharma. two obs | SLI | SLI | NA | NC | SGI | NR | NA |
Glycolysis | SLI | SGI | NA | NA | SGI no i.c. | SLI | SGI |
High dim. model | SGI | SGI | NR | NC | SGI | SLI | SGI |
Arabidopsis clock | SLI 14 pars. | SLI 16 pars. | NA | NA | NR | NA | SLI 12 pars. |
NFκB | SLI some pars. | GLI | NA | NA | NR | NR | GLI |
T.S.:Taylor series approach; G.S.: generating series approach; S.T.: Similarity transformation approach; D.T.: Direct test; D.A.: differential algebra based approach; I.F.T.: method based on the implicit function theorem; I.D.R.N.: identifiability analysis based on the reaction network theory; SGI: structural global identifiable, SLI: (at least) structural local identifiable, SNI: structural non-identifiable, NA: not applicable, NC: not conclusive and NR: no results were reported due to computational errors or requirements.