Projects per year
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Dive into the research topics where Qian Qin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects and Grants
- 2 Active
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Large Sample Analysis of MCMC in Bayesian Statistics from a Frequentist Perspective
THE NATIONAL SCIENCE FOUNDATION
7/15/21 → 6/30/25
Project: Research project
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Large Sample Analysis of Markov Chain Monte Carlo Methods in Bayesian Statistics From a Frequentist Perspective
7/15/21 → 6/30/24
Project: Research project
Research output
- 11 Article
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Convergence analysis of data augmentation algorithms for Bayesian robust multivariate linear regression with incomplete data
Li, H., Qin, Q. & Jones, G. L., Jul 2024, In: Journal of Multivariate Analysis. 202, 105296.Research output: Contribution to journal › Article › peer-review
Open Access -
SPECTRAL TELESCOPE: CONVERGENCE RATE BOUNDS FOR RANDOM-SCAN GIBBS SAMPLERS BASED ON A HIERARCHICAL STRUCTURE
Qin, Q. & Wang, G., Feb 2024, In: Annals of Applied Probability. 34, 1, p. 1319-1349 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Convergence rates of two-component MCMC samplers
Qin, Q. & Jones, G. L., May 2022, In: Bernoulli. 28, 2, p. 859-885 27 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Geometric convergence bounds for Markov chains in Wasserstein distance based on generalized drift and contraction conditions
Qin, Q. & Hobert, J. P., May 2022, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 58, 2, p. 872-889 18 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Markov Chain Monte Carlo in Practice
Jones, G. L. & Qin, Q., Mar 2022, In: Annual Review of Statistics and Its Application. 9, p. 557-578 22 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations