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

2
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