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Indirect inference.Journal of Applied Econometrics, 8(S1):S85–S118

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Conditional Score-Based Modeling of Effective Langevin Dynamics

stat.ML · 2026-04-27 · unverdicted · novelty 7.0

A novel identity connects reduced-model drift and diffusion to the conditional score of the finite-time transition density, turning calibration into a least-squares problem over stationary lagged pairs that preserves invariant statistics and dynamical correlations.

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  • Conditional Score-Based Modeling of Effective Langevin Dynamics stat.ML · 2026-04-27 · unverdicted · none · ref 24

    A novel identity connects reduced-model drift and diffusion to the conditional score of the finite-time transition density, turning calibration into a least-squares problem over stationary lagged pairs that preserves invariant statistics and dynamical correlations.