Nonlinear public goods games on hypergraphs show bistability and active coexistence in mixed-order cases, with scale-free structures promoting cooperation.
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The authors establish consistent and asymptotically normal estimators for parameters in composite birth-death processes via conditional likelihood under a Doob h-transform, plus a test for higher-order mechanisms.
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Emergence of cooperation in nonlinear higher-order public goods games
Nonlinear public goods games on hypergraphs show bistability and active coexistence in mixed-order cases, with scale-free structures promoting cooperation.
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Likelihood-based inference for birth-death processes with composite birth mechanisms
The authors establish consistent and asymptotically normal estimators for parameters in composite birth-death processes via conditional likelihood under a Doob h-transform, plus a test for higher-order mechanisms.