Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Model selection criteria for nonlinear mixed effects modeling   We consider constructing model selection criteria for evaluating nonlinear
mixed effects models via basis expansions. Mean functions and random functions
in the mixed effects model are expressed by basis expansions, then they are
estimated by the maximum likelihood method. In order to select numbers of basis
we derive a Bayesian model selection criterion for evaluating nonlinear mixed
effects models estimated by the maximum likelihood method. Simulation results
shows the effectiveness of the mixed effects modeling.

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The categories of this paper are: gr-qc
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The categories of this paper are: math
22
The categories of this paper are: chao-dyn
31
The categories of this paper are: ao-sci
25
The categories of this paper are: patt-sol
35
The categories of this paper are: mtrl-th
30
The categories of this paper are: q-alg
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The categories of this paper are: bayes-an
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The categories of this paper are: nucl-ex
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The categories of this paper are: alg-geom
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The categories of this paper are: math-ph
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The categories of this paper are: acc-phys
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The categories of this paper are: dg-ga
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The categories of this paper are: supr-con
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The categories of this paper are: eess
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The categories of this paper are: q-fin