Susceptibilities quantify observable responses to data perturbations in statistical models, with estimators proven consistent and asymptotically unbiased for large n.
Bayesian influence functions for hessian-free data attribution
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Linear Response Estimators for Singular Statistical Models
Susceptibilities quantify observable responses to data perturbations in statistical models, with estimators proven consistent and asymptotically unbiased for large n.