Convergence complexity analysis of Albert and Chib’s algorithm for Bayesian probit regression Q Qin, JP Hobert Annals of Statistics 47 (4), 2320-2347, 2019 | 39* | 2019 |
Markov chain Monte Carlo in practice GL Jones, Q Qin Annual Review of Statistics and Its Application 9 (1), 557-578, 2022 | 37 | 2022 |
Wasserstein-based methods for convergence complexity analysis of MCMC with applications Q Qin, JP Hobert The Annals of Applied Probability 32 (1), 124-166, 2022 | 34* | 2022 |
On the limitations of single-step drift and minorization in Markov chain convergence analysis Q Qin, JP Hobert The Annals of Applied Probability 31 (4), 1633-1659, 2021 | 24 | 2021 |
Geometric convergence bounds for Markov chains in Wasserstein distance based on generalized drift and contraction conditions Q Qin, JP Hobert Annales de l'Institut Henri Poincare (B) Probabilites et statistiques 58 (2 …, 2022 | 22 | 2022 |
Estimating the spectral gap of a trace-class Markov operator Q Qin, JP Hobert, K Khare Electronic Journal of Statistics 13 (1), 1790-1822, 2019 | 17 | 2019 |
Convergence Analysis of MCMC Algorithms for Bayesian Multivariate Linear Regression with Non‐Gaussian Errors JP Hobert, YJ Jung, K Khare, Q Qin Scandinavian Journal of Statistics 45 (3), 513-533, 2018 | 11* | 2018 |
Convergence rates of two-component MCMC samplers Q Qin, GL Jones Bernoulli 28 (2), 859-885, 2022 | 10 | 2022 |
Trace-class Monte Carlo Markov chains for Bayesian multivariate linear regression with non-Gaussian errors Q Qin, JP Hobert Journal of Multivariate Analysis 166, 335-345, 2018 | 6 | 2018 |
Spectral telescope: Convergence rate bounds for random-scan Gibbs samplers based on a hierarchical structure Q Qin, G Wang The Annals of Applied Probability 34 (1B), 1319-1349, 2024 | 3 | 2024 |
Geometric ergodicity of trans-dimensional Markov chain Monte Carlo algorithms Q Qin arXiv preprint arXiv:2308.00139, 2023 | 3 | 2023 |
Convergence analysis of data augmentation algorithms for Bayesian robust multivariate linear regression with incomplete data H Li, Q Qin, GL Jones Journal of Multivariate Analysis 202, 105296, 2024 | 2 | 2024 |
Multivariate strong invariance principle and uncertainty assessment for time in-homogeneous cyclic MCMC samplers H Li, Q Qin arXiv preprint arXiv:2405.10194, 2024 | 2 | 2024 |
Spectral gap bounds for reversible hybrid Gibbs chains Q Qin, N Ju, G Wang arXiv preprint arXiv:2312.12782, 2023 | 2 | 2023 |
Analysis of two-component Gibbs samplers using the theory of two projections Q Qin arXiv preprint arXiv:2201.12500, 2022 | 1 | 2022 |