Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Identifiability of linear compartmental models: the singular locus   This work addresses the problem of identifiability, that is, the question of
whether parameters can be recovered from data, for linear compartmental models.
Using standard differential algebra techniques, the question of whether a given
model is generically locally identifiable is equivalent to asking whether the
Jacobian matrix of a certain coefficient map, arising from input-output
equations, is generically full rank. A natural next step is to study the set of
parameter values where the Jacobian matrix drops in rank, which we refer to as
the locus of non-identifiable parameter values, or, for short, the singular
locus. In this work, we give a formula for coefficient maps in terms of acyclic
subgraphs of the model's underlying directed graph and, then, study the case
when the singular locus is defined by a single equation, the singular-locus
equation. We prove that the singular-locus equation can be used to determine
when submodels are generically locally identifiable. We also determine the
singular-locus equation for two families of linear compartmental models, cycle
and mammillary (star) models with input and output in a single compartment. We
also state a conjecture for the corresponding equation for a third family:
catenary (path) models. Finally, we introduce the identifiability degree, which
is the number of parameter values that map to a generic input-output data
vector. This degree was previously computed for mammillary and catenary models,
and here we determine this degree for cycle models.

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The categories of this paper are: comp-gas
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The categories of this paper are: quant-ph
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The categories of this paper are: funct-an
14
The categories of this paper are: math-ph
5
The categories of this paper are: gr-qc
32
The categories of this paper are: atom-ph
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The categories of this paper are: patt-sol
1
The categories of this paper are: cs
22
The categories of this paper are: chao-dyn
9
The categories of this paper are: nlin
8
The categories of this paper are: hep-ex
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The categories of this paper are: alg-geom
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The categories of this paper are: hep-th
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The categories of this paper are: eess
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The categories of this paper are: adap-org
6
The categories of this paper are: astro-ph