Growing Pains and Gains in Statistics, the Toronto Way (2018). IMS Bulletin,
47, No 6, pg 11. (pdf)
A Contribution to "Math in Seventeen Syllables: A Folder of Mathematical Haiku" (2018). Journal of
Humanistic Mathematics, 8, pg. 450. (pdf)
Review of Perfect Simulation by Mark
Journal of the American Statistical
Association, 111, 1849-1850. (pdf)
In Search of a Statistical Culture (2013). IMS Bulletin,
42, No 2, pg 7. (pdf)
Idle Hands for Monte Carlo Residents (2011). ISBA Bulletin, 18, No 3,
The Renaissance Statistician (2010). IMS Bulletin, 39, No 3,
The Statistics Debutante's Dilemma (2009). IMS Bulletin, 38, No
Data Distillery: Effective Dimension Estimation via Penalized Probabilistic PCA (2018). Submitted. (with
Wei Q. Deng§)
(arXiv). The R-package SPAC2 has been built to implement the paper's methods and is available here.
Nonparametric imputation method for nonresponse in surveys (2018). Submitted. (with Caren
A scalable and efficient covariate selection criterion for mixed effects
regression models with unknown random effects structure (2018).
Computational Statistics & Data Analysis,
117, 154-161. (with Thierry Duchesne) ( pdf)
Discussion of:Efficient Metropolis-Hastings Proposal Mechanisms
Bayesian Regression Tree Models by Matthew Pratola (2016).
Bayesian Analysis, 11, No. 3, 935-937.
Reihaneh Entezari and Jeff Rosenthal) (pdf)
Embarassingly Parallel Sequential Markov chain Monte Carlo for Large Sets of Time
Series (2016). Statistics and Its Interface, 9, No. 4, 497-508 (in a special issue of SII dedicated to Statistical and
Computational Theory and Methodology for Big Data). (with Roberto Casarin and Fabrizio Leisen) ( pdf)
Stability of Adversarial Markov chains, with an Application to Adaptive MCMC
Algorithms (2015). Annals of Applied Probability,
25, 3592--3623. (with Lawrence Gray,
Krzysztof Latuszynski, Neal Madras, Gareth O. Roberts and Jeffrey S. Rosenthal)
A Note on the Efficiencies of Sampling Strategies in
Regional Fine Mapping of a Quantitative Trait (2014).
38, 599--609. (with Zhijian
Chen§ and Shelley Bull).
Bayesian Methods in Fisher's Statistical Genetics World (2014). In
in Action: A Canadian Outlook, Edited by J. Lawless. (with Lei Sun) (pdf
Minimum Description Length Principle for Linear Mixed Effects Models
Sinica, 24, 1161--1178. (with Li Li§, Fang Yao and Jialin Zou). (pdf)
Using a Bayesian Latent Variable Approach to Detect
Pleiotropy in the Genetic Analysis Workshop 18 Data (2014). BMC Proceedings, 8, S:77. (with
Lizhen Xu§, Andriy Derkach, Andrew Paterson
and Lei Sun). (pdf)
Interacting Multiple Try Algorithms with Different
Proposal Distributions (2013). Statistics
and Computing, 23, No. 2, 185--200. (with Roberto Casarin
and Fabrizio Leisen). (pdf)
In Mixed Company: Bayesian Inference for Bivariate
Conditional Copula Models with Discrete and Continuous Outcomes
Journal of Multivariate Analysis, No. 110, 106--120 (in a
special issue of JMVA dedicated to copula models). (with Avideh
Conditional logistic regression with longitudinal follow up and individual-level
random coefficients: A stable and
efficient two-step estimation method (2011).
Journal of Computational and Graphical Statistics, 20, No. 3, 767--784. (with Thierry Duchesne,
Daniel Fortin and Sophie Baillargeon). (pdf). Supplementary
material is available
here. The R package TwoStepCLogit that implements the methods in the paper is available here.
Dependence Calibration in Conditional Copulas: A Nonparametric
Approach (2011). Biometrics, 67, No. 2, 445--453. (with
Elif F. Acar§
and Fang Yao).
Supplementary material is available
Invited Discussion of: Predictive Comparison of Joint
A Case Study Illustrating Competing Approaches, by Timothy Hanson,
Adam Branscum and Wesley Johnson (2011). Lifetime Data
Analysis , 17, No. 1, 33--36. (pdf) (See also Original paper and
Perfection Within Reach: Exact MCMC Sampling (2011). In
Handbook of Markov Chain Monte Carlo. Edited by Steve Brooks,
Gelman, Galin Jones and Xiao-Li Meng. (with Xiao-Li Meng). (pdf)
Nonparametric Covariate Adjustment for Receiver Operating Characteristic
Curves (2010). The
Canadian Journal of Statistics, 38, No. 1, 27-46. (with Fang Yao and
pdf) Supplementary material for the paper is
On the Choice of Parametric Families of Copulas (2008).
and Applications in Statistics , 10, No. 1, 25--40.
(with Mariana Craiu)
Choosing the lesser evil: trade-off between false discovery rate and
non-discovery rate (2008).
Statistica Sinica, 18, No. 3, 861--879. (with
Lei Sun) (pdf)
Generalized estimating equations and model selection for
longitudinal conditional logistic regression (2008).
Biometrical Journal, 50, No. 1, 97--109. (with Thierry
Duchesne and Daniel Fortin) (pdf). Correction
Acceleration of the Multiple-try Metropolis Algorithm using
Antithetic and Stratified sampling (2007). Statistics and Computing,
17, No. 2, 109--120. (with Christiane Lemieux) ( pdf)
Stratified False Discovery Control for Large-scale Hypothesis Testing with
Genome-Wide Association Studies (2006). Genetic
Epidemiology, 30, No. 6, 519--530. (with Lei
Sun, Andrew Paterson and Shelley Bull) (pdf)
Meeting Hausdorff in Monte Carlo: A
Surprising Tour with the Antihype Fractal (2006). Statistica
Sinica , 16, No. 1, 77--91. (with Xiao-Li Meng) (pdf)
Inference for the dependent competing risks model with masked causes
of failure (2006). Lifetime Data
Analysis, 12, No. 1, 21--33. (with Benjamin Reiser)
Model Selection for
the Competing Risks Model With and Without Masking (2005). Technometrics, 47, No. 4, 457--467. (with Thomas C.M. Lee) (pdf)
antithetic coupling for forward and backward Markov chain Monte Carlo
(2005). Annals of Statistics,
33, No. 2, 661--697. (with Xiao-Li Meng) ( pdf
Using EM and Data Augmentation for the competing risks model
(2004). In Applied Bayesian Modeling and Causal Inference from an
Incomplete-Data Perspective. Edited by A. Gelman and X.L. Meng,
Wiley. (with Thierry Duchesne) ( pdf)
Inference based on
the EM algorithm for the competing risks model with masked causes of
failure (2004). Biometrika, 91, No. 3, 543--558. (with Thierry Duchesne) (pdf)
Efficient bootstrap resampling (2001).
UPB Scientific Bulletin, Series A, 3, 3--10. (pdf)
Antithetic coupling for perfect sampling (2001).
In Bayesian Methods with Applications to Science, Policy, and
Official Statistics - Selected Papers from ISBA 2000. Edited by
E. I. George. (with Xiao-Li Meng) (pdf)
Bayesian reliability estimates in the exponential case. (1999)
Romanian Journal of Pure and Applied Mathematics , XLIV, 353-359.
Bayesian inference in doubly truncated Laplace distribution. (1996)
Romanian Journal of Pure and Applied Mathematics, XLI, 473-481.