Issue Date | Title | Author(s) |
2009 | Bayesian estimation of a random effects heteroscedastic probit model | Gu, Y; Fiebig, DG; Cripps, E; Kohn, R |
2022 | Bayesian optimization with informative parametric models via sequential Monte Carlo | Oliveira, R; Scalzo, R; Kohn, R; Cripps, S; Hardman, K; Close, J; Taghavi, N; Lemckert, C |
2002-12-01 | Dissecting the Random Component of Utility | Louviere, J; Street, D; Carson, R; Ainslie, A; Deshazo, JR; Cameron, T; Hensher, D; Kohn, R; Marley, T |
2023-01-01 | Gaussian Variational Approximations for High-dimensional State Space Models | Quiroz, M; Nott, DJ; Kohn, R |
2019-07-01 | Hamiltonian monte carlo with energy conserving subsampling | Dang, KD; Quiroz, M; Kohn, R; Tran, MN; Villani, M |
2018-01-02 | Speeding up MCMC by Delayed Acceptance and Data Subsampling | Quiroz, M; Tran, MN; Villani, M; Kohn, R |
2019-04-03 | Speeding Up MCMC by Efficient Data Subsampling | Quiroz, M; Kohn, R; Villani, M; Minh-Ngoc, T |
2018-12-30 | Subsampling MCMC - an Introduction for the Survey Statistician | Quiroz, M; Villani, M; Kohn, R; Tran, MN; Dang, KD |
2020-11-01 | Subsampling sequential Monte Carlo for static Bayesian models | Gunawan, D; Dang, KD; Quiroz, M; Kohn, R; Tran, MN |
2021-01-01 | The Block-Poisson Estimator for Optimally Tuned Exact Subsampling MCMC | Quiroz, M; Tran, MN; Villani, M; Kohn, R; Dang, KD |
2019 | Variance reduction properties of the reparameterization trick | Xu, M; Quiroz, M; Kohn, R; Sisson, SA |