Publications and Technical Reports

2011
 Estimation of Network structures from partially observed Markov random fields. (File in pdf).
 Limit Theorems for quadratic forms of Markov Chains. With Matias Cattaneo. (File in pdf).
 Parametric inference for multistate semiMarkov models with panel data. With Yang Yang and Vijay Nair.
 Bayesian inference of
exponential random graph models for large social networks. With Jing Wang.

2010

2009
 Kernel Estimators of asymptotic
variance for adaptive Markov Chain Monte Carlo (file in
pdf, with a supplement paper). Annals of
Statistics 39, No 2, 9901011 (2011).
 Limit Theorems for some
adaptive MCMC algorithms with subgeometric kernels: Part II. With Gersende
Fort. (file in pdf). Bernoulli, (to appear).
 Optimal scaling of
MetropolisCoupled Markov chain Monte Carlo. With Jeff Rosenthal and Gareth Roberts. (file in pdf).
Statistics and Computing 21, No 4, page 555568 (2011).
 A computational framework for
empirical Bayes inference. (file in pdf). Statistics
and Computing 21, No 4, page 463473 (2011).
 Randomized Evaluation of
Institutions: Theory with Application to Voting and Deliberation
Experiments. With Leonard
Wantchekon (file in pdf).

2008

2007
 A cautionary tale on the
efficiency of some adaptive Monte Carlo schemes. (file in pdf). Annals of
Applied Probability 20, No 3, 116154 (2010).

2006
 Does Ethnic Solidarity
Facilitate Electoral Support for NationBuilding Policies? with Leonard
Wantchekon. (file in pdf).
 Resampling from
the past to improve on MCMC algorithms (file in pdf). Far East Journal of Theoretical Probability
27, Issue 1 (2009).

2005
 An adaptive version for the
Metropolis adjusted Langevin algorithm with a
truncated drift. Methodology and Computing in Applied Probability 8
(2006), 235254. (file in pdf)
Supplementary file for one of the simulation
examples.
 On the efficiency of adaptive
MCMC algorithms, with Christophe
Andrieu. Elect. Comm. In Prob. 12 (2007),
336349. (file in pdf).
 Noncompliance bias correction
based on covariates in randomized experiments. with
Leonard
Wantchekon. (file in pdf).

2004
 Discussion of the
"EquiEnergy sampler" by Kou, Zhou and Wong, with Jun Liu, Annals of
Statistics 34 (2006), No. 4. (file
in pdf).
 The WangLandau algorithm in
general state spaces: applications and convergence analysis. with Jun
Liu. (file in pdf). Statistica Sinica 20 (2010), 209233.

2003

2002