IIR shows that under a one-to-one componentwise transformation where observables depend on fixed linear combinations of transformed parameters, a single numerical Jacobian determines the lower-dimensional reparameterisation space.
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Invariant Image Reparameterisation: Bridging Symbolic and Numerical Methods for Identifiability Analysis and Model Reduction
IIR shows that under a one-to-one componentwise transformation where observables depend on fixed linear combinations of transformed parameters, a single numerical Jacobian determines the lower-dimensional reparameterisation space.