most citedHorseshoe-based Bayesian nonparametric estimation of effective population size trajectories

3 citations · 4 across the 2 of their papers we have counts for

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stat.ME2018★ 3 cited

Horseshoe-based Bayesian nonparametric estimation of effective population size trajectories

James R. Faulkner, Andrew F. Magee, Beth Shapiro +1

Phylodynamics is an area of population genetics that uses genetic sequence data to estimate past population dynamics. Modern state-of-the-art Bayesian nonparametric methods for rec…

stat.ME2015★ 1 cited

Locally adaptive smoothing with Markov random fields and shrinkage priors

James R. Faulkner, Vladimir N. Minin

We present a locally adaptive nonparametric curve fitting method that operates within a fully Bayesian framework. This method uses shrinkage priors to induce sparsity in order-k di…