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08/01/2023
A new class of nonparametric tests for second-order stochastic dominance based on the Lorenz P-P plot
Given samples from two non-negative random variables, we propose a new c...
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09/24/2022
Learning and forecasting of age-specific period mortality via B-spline processes with locally-adaptive dynamic coefficients
The overarching focus on predictive accuracy in mortality forecasting ha...
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06/14/2022
Concentration and robustness of discrepancy-based ABC via Rademacher complexity
Classical implementations of approximate Bayesian computation (ABC) empl...
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09/25/2020
Bayesian Testing for Exogenous Partition Structures in Stochastic Block Models
Network data often exhibit block structures characterized by clusters of...
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08/12/2020
Variational Bayes for Gaussian Factor Models under the Cumulative Shrinkage Process
The cumulative shrinkage process is an increasing shrinkage prior that c...
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07/16/2020
Extended Stochastic Block Models
Stochastic block models (SBM) are widely used in network science due to ...
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02/12/2019
Bayesian cumulative shrinkage for infinite factorizations
There are a variety of Bayesian models relying on representations in whi...
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09/26/2018
Mean and dispersion of harmonic measure
In this note, we provide and prove exact formulas for the mean and the t...
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06/23/2018