A GMM estimator is introduced for initial edge weights in ERRWs with sample complexity analysis via RWRE magic formula and hyperbolic Gaussian fluctuation bounds.
Philosophi cal Transactions of the Royal Society B: Biological Sciences, 365(1550)
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On Statistical Estimation of Edge-Reinforced Random Walks
A GMM estimator is introduced for initial edge weights in ERRWs with sample complexity analysis via RWRE magic formula and hyperbolic Gaussian fluctuation bounds.