Research Output per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
- 2 Similar Profiles
Data Augmentation
Mathematics
Monte Carlo Markov Chain
Mathematics
MCMC Algorithm
Mathematics
Linear regression
Mathematics
Convergence Analysis
Mathematics
Markov Operator
Mathematics
Markov chain
Mathematics
Probit Regression
Mathematics
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Research Output 2018 2019
- 4 Article
1
Citation
(Scopus)
Convergence complexity analysis of albert and chib's algorithm for Bayesian probit regression
Qin, Q. & Hobert, J. P., Jan 1 2019, In : Annals of Statistics. 47, 4, p. 2320-2347 28 p.Research output: Contribution to journal › Article
Probit Regression
Complexity Analysis
Convergence Analysis
Monte Carlo Markov Chain
Geometric Convergence
Estimating the spectral gap of a trace-class Markov operator
Qin, Q., Hobert, J. P. & Khare, K., Jan 1 2019, In : Electronic Journal of Statistics. 13, 1, p. 1790-1822 33 p.Research output: Contribution to journal › Article
Open Access
Trace Class Operators
Markov Operator
Spectral Gap
Largest Eigenvalue
Markov chain
1
Citation
(Scopus)
Convergence Analysis of MCMC Algorithms for Bayesian Multivariate Linear Regression with Non-Gaussian Errors
Hobert, J. P., Jung, Y. J., Khare, K. & Qin, Q., Sep 1 2018, In : Scandinavian Journal of Statistics. 45, 3, p. 513-533 21 p.Research output: Contribution to journal › Article
MCMC Algorithm
Data Augmentation
Linear regression
Convergence Analysis
Shape Parameter
3
Citations
(Scopus)
Trace-class Monte Carlo Markov chains for Bayesian multivariate linear regression with non-Gaussian errors
Qin, Q. & Hobert, J. P., Jul 1 2018, In : Journal of Multivariate Analysis. 166, p. 335-345 11 p.Research output: Contribution to journal › Article
Monte Carlo Markov Chain
Data Augmentation
Linear regression
Markov processes
Trace