Books
-  Chen, M. H., Shao, Q. M. and
Ibrahim, J.G. (2000) ,
  Monte Carlo Methods In Bayesian Computation . 
Springer Series in Statistics,
 Springer-Verlag , New York. ISBN 0-387-98935-8
 -  Lai, T.L., de la Pena, V. and Shao, Q. M. (2009) ,
  Self-normalized Processes: Theory and Statistical Applications. 
Springer Series in Probability and its Applications,
 Springer-Verlag , New York. ISBN 978-3-540-85635-1.
 
 -   Chen, L.H.Y., Goldstein, L. and Shao, Q.M. (2010).
 Normal Approximation by Stein's Method .
 Springer-Verlag , New York. ISBN 978-3-642-15006-7.
 -  
 Asymptotic Theory in Probability and Statistics with Applications.
Higher Eduction Press of China, and International Press, 2007
(Edited book  with T. L. Lai and  L. F. Qian).
 
 
Selected Publications of Qi-Man Shao
- Non-normal approximation by Stein's method of exchangeable pairs with application
to the Curie-Weiss model.  Ann. Appl. Probab.  21  (2011), 464-483 (with S. Chatterjee)
 - 
Large deviations for local times and intersection local times of fractional Brownian motions and Riemann-Liouville processes.  Ann. Probab.   39 (2011), 729-778 (with X. Chen, W. Li and J. Rosinski)
 - 
Nonparametric estimate of spectral density
functions of sample covariance matrices: A first step. 
  Ann. Statisit.   38 (2010), 3724-3750 (with B.Y. Jing, G.M. Pan and W. Zhou)
 - 
Cramer-type moderate deviation for the maximum of the periodogram with application to
simultaneous tests in gene expression time series.  Ann. Statist.  38 (2010), 1913-1935.
(with W.D. Liu)
 -  The asymptotic distribution and Berry-Esseen bound of a
new test for independence in high dimension with an application
to stochastic optimization.
 Ann. Appl. Probab.   18 (2008), 2337-2366
(with Z.Y. Lin and W.D. Liu)
 - 
Towards a universal self-normalized moderate deviation.  Trans. Amer. Math. Soc.
 360 (2008), 4263--4285 (with B.Y. Jing and W. Zhou).
 -  Normal approximation for nonlinear statistics using a concentration
inequality approach  Bernoulli   13   (2007), 581-599 (with
L.H.Y. Chen).
 - 
On discriminating between long-range dependence and changes in mean.
 Ann. Stat.  34 (2006), 1140-1165
(with I. Berkes, L. Horvath and P. Kokoszka)
 - 
Saddlepoint approximation for Student's t-statistic with no
moment conditions.  Ann. Statist.  32 (2004), 2679-2711 (with B.Y. Jing and W.
Zhou)
 
 -  On propriety of the posterior distribution
       and existence of the maximum likelihood estimator for
          regression models with covariates missing at random.
           J. Amer. Stat. Assoc.  99 (2004), 421-438
          (with M.H. Chen and J. G. Ibrahim)
 -  Normal approximation under local dependence.  Ann. Probab.
 32 (2004), 1985-2028 (with L.H.Y. Chen)
 - 
Lower tail probabilities of Gaussian processes.  Ann. Probab.
 32 (2004), 216-242
(with W. Li)
 - 
Self-normalized Cramer type large deviations for independent
random variables.  Ann. Probab. (with B. Y. Jing and Q.Y.
Wang)  31  (2003), 2167-2215.
 - 
Random polynomials having few or no real zeros.
 J. Amer. Math. Soc.   15 (2002), 857-892
(with A. Dembo, B.
Poonen and O. Zeitouni)
 - 
A normal comparison inequality and its applications.
 Probab. Theory Related Fields  122 (2002), 494-508 (with W.Li)
 - 
 Bootstrapping the Student t-statistic.
 Ann. Probab.  29 (2001), 1435-1450 (with D. Mason)
 -  Capture time of Brownian pursuits.
 Probab. Theory Relat. Fields  121  (2001), 30-48 (with W.V. Li)
 -  A non-uniform Berry-Esseen bound via Stein's method.
 Probab. Theory Relat. Fields  120 (2001), 236-254(with L. H. Y. Chen)}
 -  A new skewed link model for dichotomous quantal response data.
 J. Amer. Statist. Assoc.   94 (1999), 1172-1186.
(with M.H. Chen and D.K. Dey)
 -   Limit theorems for quadratic forms with applications to
Whittle's estimate.
  Ann. Appl. Probab.   9  (1999), 146-187 (with L. Horv\'ath).}
 -  
 Limit distributions of directionally reinforced
random walks.    Adv. Math.   134 (1998), 367-383
(with
L. Horv\'ath).
 -  Monte Carlo methods for Bayesian analysis of
Constrained  parameter problems.  Biometrika   85 
 (1998), 73-87 (with M.H. Chen)
 -  Self-normalized large deviations.  Ann. Probab.
  25  (1997), 285-328.
 -  On Monte Carlo methods for estimating ratios of
normalizing constants. Ann. Statist.   25  (1997), 1563-1594
(with M.H. Chen)
 -  A general Bahadur representation of M-estimators
and its application to linear regression with nonstochastic designs.
Ann. Statist.   24 (1996), 2608-2630 (with X. He)
 -  Limit theorem for maximum of standardized
U-statistics with an application.  Ann. Statist.  24 
(1996), 2266-2279 (with L. Horv\'ath).
 -  Large deviations and law of the iterated logarithm for
partial sums normalized by the largest absolute observation.
Ann. Probab.  24 (1996), 1368-1387 (with L. Horv\'ath).
 -  Weak convergence for weighted
empirical processes of dependent sequences.
Ann. Probab.   24  (1996), 2098-2127 (with H. Yu).
 -  Maximal  inequality for
partial sums of $\rho$-mixing sequences.  Ann. Probab. 
 23  (1995),
948-965.
 -  Small ball probabilities of Gaussian fields. 
Probab. Theory Relat. Fields   102  (1995), 511--517
 (with D. Wang).
 -  On almost sure limit inferior  for B-valued
stochastic processes and applications. 
Probab. Theory Relat. Fields  99  (1994),
29-54 (with  M. Csorgo)
 -  Strong limit theorems for large and small increments of
$\ell^p$-valued Gaussian processes.  Ann. Probab.  21 
(1993), 1958--1990  (with  M. Csorgo)
 -  A note on small ball probability of Gaussian processes
with stationary increments.  J. Theoret. Probab.  6  (1993),
595-602.
 -  Bootstrapping the sample means for stationary mixing
sequences.   Stochastic Process. Appl.  48  (1993), 175-190
 (with  H. Yu)
 -  An  Erdos and Revesz type law of the iterated logarithm for
 stationary Gaussian processes.  Probab. Theory Relat. Fields 
 94  (1992), 119-133.
 -  On a problem of Csorgo and Revesz. Ann. Probab.  17 
(1989), 809--812.
 
 List of Publications of Qi-Man Shao:
-  An almost sure invariance principle for Gaussian sequences.
  Chinese J. Appl. Probab. Statist.  1  (1985), 43--46
 -  Weak convergence of multidimensional empirical processes
in the strong mixing case.  Chinese Ann.  Math. (Ser. A)   7  (1986),
547--552.
 -  A remark on the increment of a Wiener process.
 J. Math. (Wuhan)    6  (1986), 175--182.
 -  Strong approximations for partial sums of weakly
dependent random  variables.
 Sci. Sinica (Ser. A)   30  (1987), 575--587 (with C.R. Lu)
 -  Strong approximations on lacunary trigonometric series
with weights.   Sci. Sinica (Ser. A)   30  (1987), 796--806
 -  A remark on the invariance principle for
$\rho$-mixing sequence.
 Chinese Ann. Math. Ser. A   9  (1988), 409--412.
 -  A moment inequality and its applications.
  Acta  Math. Sinica  31  (1988), 736--747.
 -  On the invariance principle for $\rho$-mixing sequences of
random  variables.
 Chinese Ann. Math. (Ser. B)   10  (1989), 427--433.
 -  On the complete convergence for $\rho$-mixing sequence.
 Acta  Math. Sinica   32  (1989), 377--393.
 -  On the increments of sums of independent random variables.
  Chinese J. Appl. Probab. Statist.   5  (1989), 117--126.
 -  A Berry-Esseen inequality and an invariance
principle for associated random  fields.
 Chinese  J. Appl. Probab. Statist.  5  (1989), 1--8.
 -  On a problem of Csorgo and Revesz.
 Ann. Probab.   17 (1989), 809--812
 -  Exponential inequalities for dependent random variables.
  Acta Math. Appl. Sinica (English Ser.)   6 (1990), 338--350
 -  On the complete convergence for randomly selected sequences.
 Chinese Sci. Bull.  35  (1990), 93--98.
 -  A further investigation  on the complete convergence for
independent random variables.
  Chinese J. Appl. Probab. Statist. 
  7 (1991),  174--188.
 -  An investigation on conditions for
 complete convergence of U-statistics.
  Acta  Math. Sinica   34 (1991), 754-769 (with C. Su)
 -  On a lemma of Butzer and Kirschfink.
  Approx. Theory  Appl.  7 (1991), 35-38.
 -  Contribution to the limit theorems. In:  Contemp.
Math.   118 (1991), 221--237 (with Z.Y. Lin and C.R. Lu)
 -  Criteria for limit inferior of small increments of
Banach space valued stochastic processes.
  C. R. Math. Rep. Acad. Sci. Canada   13 (1991), 173-178
   (with M. Csorgo).
 -  A note on local and global functions of a Wiener
process and some Renyi-type statistics.
   Studia Sci. Math. Hungar.   26 (1991), 239-259
(with M. Csorgo and B. Szyszkowicz).
 -  An Erdos and Revesz type law of the iterated logarithm for
 stationary Gaussian processes.
 Probab. Theory Relat. Fields 
 94  (1992), 119-133.
 -  Fernique type inequality and moduli of continuity for
 $l^2$-valued Ornstein-Uhlenbeck processes.
   Ann. Inst. H. Poincar\'e Probab. Statist.   28 (1992), 479-517
(with E. Csaki and Csorgo)
 -  How small are the increments of partial sums of
independent random  variables.
 Sci. Sinica Ser. A    35 (1992), 675--689.
 -  Strong limit theorems for large and small increments of
$l^p$-valued Gaussian processes .  Ann. Probab.   21
(1993), 1958--1990  (with  M. Csorgo).
 -  Bootstrapping the sample means for stationary mixing
sequences.    Stochastic Process. Appl.    48 (1993), 175-190
 (with  H. Yu).
 -  A note on small ball probability of Gaussian processes
with stationary increments.  J. Theoret. Probab.    6 (1993),
595-602.
 -  On independence and dependence properties for a set of
random  events.  Amer. Statist.   47 (1993), 112-115
 (with  Y.H. Wang and J. Stoyanov).
 -  Almost sure invariance principles for mixing sequences
of random variables.  Stochastic Process. Appl.  48 (1993), 319-334
 -  Convergence of integrals of uniform empirical and
quantile processes.
 Stochastic Process. Appl.  45 (1993), 283-294
(with  M. Csorgo and L. Horvath)
 -  On the law of the iterated logarithm for infinite
dimensioal Ornstein-Ohlenbeck process.  Canad. J. Math.  45 (1993), 159-175
 -  Randomization moduli of continuity for $\ell^2$-norm
squared Ornstein-Uhlenbeck processes.  Canad. J. Math.  45 (1993),
269-283 (with  M. Csorgon and  Z.Y. Lin)
 -  On complete convergence for $\alpha$-mixing sequences.
 Statist. Probab. Lett.  16 (1993), 279-287 .
 -  On the invariance principle for $\rho$-mixing sequence of
random  variables with infinite variance.
  Chinese  Ann. Math. Ser. B  14 (1993), 27-42.
 -  On the weighted asymptotics of partial sums and
empirical processes of independent random variables. In:
 Contemp. Math.  149 (1993), 139-148
 (with  M. Csorgo, L. Horvath and
B. Szyszkowicz).
 -  On the limiting behaviors of increments of sums of random
variables  without moment conditions.
 Chinese Ann. Math. Ser. B  14 (1993), 307-318 (with Z. Y. Lin).
 -  Some limit theorems for muti-dimensional
Brownian motion .  Acta. Math. Sinica   36 (1993), 53-59
(with B. Chen).
 -  On almost sure limit inferior  for B-valued
stochastic processes and applications.
 Probab. Theory Related Fields   99 (1994), 29-54 (with  M. Csorgo).
 -  Path properties for $\ell_{\infty$-valued
Gaussian processes.  Proc. Amer. Math. Soc.  121 (1994),
225-236 (with  M. Csorgo and Z.Y. Lin).
 -  Self-normalizing central limit theorem for sums of
weakly dependent random variables.  J. Theoret. Probab.  7
(1994), 309-338 (with M. Peligrad).
 -  A self-normalized Erdos-Renyi type
law of large numbers.
   Stochastic Process. Appl.  50 (1994), 187-196
 (with  M. Csorgo ).
 -  On a new law of iterated logarithm of Erdos and Revesz
  Acta  Math. Hungar.  64 (1994), 157-181.
 -  Random increments of a Wiener process and their
applications.  Studia  Sci. Math. Hungar.  29 (1994),
443-480.
 -  Kernel generated two-time parameter Gaussian
  processes and some of their path properties.
 Canad. J. Math.    46 (1994), 81-119
  (with  M. Csorgo and Z.Y. Lin).
 -  A note on dichotomy theorems for integrals of
stable processes.  Statist. Probab. Lett.  19
(1994), 45-49 (with L. Horvath).
 -  A new  proof on the distribution of the local
time of a  Wiener processes.  Statist. Probab. Lett. 
19 (1994), 285-290 (with  M. Csorgo).
 -  Studentized increments of partial sums.
 Sci. Sinica Ser.A  37 (1994), 265-276
(with  M. Csorgo and Z.Y. Lin).
 -  A note on the law of large numbers for
 directed random walks in random
environments.  Stoch. Process. Appl.  54 (1994), 275 - 279
 (with L. Horvath).
 -  Small ball probabilities of Gaussian fields.
 Probab. Theory Relat. Fields  102 (1995), 511--517
 (with D. Wang).
 -  Maximal  inequality for partial sums of $\rho$-mixing
 sequences.  Ann. Probab.  23 (1995), 948-965.
 -  Strong approximation theorems for independent random
     variables and their applications.
      J. Multivariate Anal.  52 (1995), 107 - 130.
 -  Estimation of the variance of partial sums for
$\rho$-mixing random variables.  J. Multivariate Anal.
 52  (1995), 140 - 157.
(with M. Peligrad).
 -  A note on the almost sure central limit theorem for weakly
dependent random variables.   Statist. Probab. Lett.  22
(1995), 131-136. (with M. Peligrad).
 -  A Chung type law of the iterated logarithm for subsequences
 of a Wiener process.  Stoch. Process. Appl.  59 (1995),
 125-142.
 -  Moduli of continuity for local time of Gaussian
processes.  Stoch. Process. Appl.  58 (1995), 1-21
(with  M. Csorgo and Z.Y. Lin)
 -  A small deviation theorem for independent random variables.
  Theory Probab. Appl.  40 (1995), 225-235.
 -  On a conjecture of R\'ev\'esz .
    Proc. Amer. Math. Soc.  123 (1995), 575-582.
 -  Small ball probabilities  for Gaussian processes with
stationary increments  under Holder norms.
  J. Theoret. Probab.  8 (1995), 361-386
(with J. Kuelbs and W. V. Li).
 -  Asymptotics for directed random walks in random
environments.  Acta Math. Hungar.  68 (1995),
21-36 (with L. Horvath).
 -  Limit theorems for the union-intersection test.
 J. Statist. Plan. Inf.  44 (1995), 133-148
(with  L. Horvath).
 -  Limit theorems for the maximum of standardized
Cesaro and Abel sums.
 J. Statist. Res.  29 (1995), 37-50
(with  L. Horvath).
 -  Moduli of continuity for $\ell^p$-valued
Gaussian processes.
Acta. Sci. Math.  60 (1995), 149-175
(with E. Csaki and M. Csorgo).
 -  A general Bahadur representation of M-estimators
and its application to linear regression with nonstochastic designs.
 Ann. Statist.  24 (1996), 2608-2630
(with X. He).
 -  Limit theorem for maximum of standardized
U-statistics with an application.  Ann. Statist.   24
(1996), 2266-2279 (with L. Horvath).
 -  Large deviations and law of the iterated logarithm for
partial sums normalized by the largest absolute observation.
 Ann. Probab.   24 (1996), 1368-1387 (with L. Horvath).
 -  Weak convergence for weighted
empirical processes of dependent sequences.
 Ann. Probab.   24 (1996), 2098-2127 (with H. Yu).
 -  Bounds and estimators of a basic constant in
extreme value theory of Gaussian processes.
 Statist. Sinica  7 (1996), 245-257.
 -  p-Variation of Gaussian processes with stationary increments.
 Studia  Sci. Math. Hungar.  31 (1996), 237-247.
 -  A note on estimation of the variance  for
$\rho$-mixing sequences.  Statist. Probab. Lett.
 26  (1996), 141 - 145. (with M. Peligrad).
 -  A Darling-Erdos-type theorem for standardized
random walk summation.   Bull. London Math. Soc.
 28 (1996), 425 - 432. (with  L. Horvath).
 -  Bahadur efficiency and robustness of studentized
score tests.  Ann. Inst. Statist. Math.  48 (1996), 295-314
 (with X. He).
 -  Darling-Erdos type theorems for sums of Gaussian
variables with long range dependence.
 Stoch. Process. Appl.  63 (1996), 117-137
(with  L. Horvath)
 -  Self-normalized large deviations.
 Ann. Probab.   25 (1997), 285-328.
 -  On Monte Carlo methods for estimating ratios of
normalizing constants.  Ann. Statist.  25 (1997),
607-630 (with M.H. Chen).
 - 
Estimating ratios of
normalizing constants for densities with different
dimensions.  Statist. Sinica     7   (1997), 607-630
(with M.H. Chen).
 - 
Performance study of marginal posterior
density estimation via Kullback-Leibler divergence.
 Test   6  (1997), 321-350 (with M.H. Chen).
 - 
Almost sure summability of partial sums.
   Studia Sci. Math. Hungar.    33  (1997), 45-74
    (with  M. Csorgo and L. Horvath).
 -   Monte Carlo methods for Bayesian analysis of
constrained  parameter problems.  Biometrika  85  (1998), 73-87.
(with M.H. Chen)
 -  Limit distributions of directionally reinforced
random walks.   Adv. Math.   134 (1998), 367-383   (with
L. Horvath).
 -  Self-normalized large deviations in vector spaces.
In:  Progress in Probability   (Eberlein, Hahn, Talagrand, eds)
Vol  43  (1998), 27-32.
(with A. Dembo)
 -  Self-normalized moderate deviations and LILs.
 Stochastic Process. Appl.   75 
(1998), 51-65.
(with A. Dembo)
 - 
Recent developments in self-normalized
limit theorems. In  Asymptotic Methods in Probability and Statistics
 (editor B. Szyszkowicz), pp. 467 - 480. Elsevier Science, 1998.
 -  Limit theorems for quadratic forms with applications to
Whittle's estimate.
 Ann. Appl. Probab.    9   (1999), 146-187 (with L. Horv\'ath).
 -  A Cram\'er type large deviation result for Student's t-statistic.
 J. Theoret. Probab.    12   (1999), 387-398.
(
pdf ),
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dvi ),
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ps )
 -  The law of the iterated logarithm
for negatively associated random variables.
  Stochastic Process. Appl.   83  (1999), 139-148
(with C. Su ).
 -  Small ball estimates  for Gaussian processes
  under Soblev type norms.
 J. Theoret. Probab.    12  (1999), 699-720
 (with W. V. Li).
 - 
 Existence of Bayes Estimators for the polychotomous quantal
response models.
 Ann. Inst. Statist. Math.   51  (1999), 637-656 (with M.H. Chen)
 -  A new skewed link model for dichotomous quantal response data.
 J. Amer. Statist. Assoc.   94 (1999), 1172-1186.
(with M.H. Chen and D.K. Dey)
 -  Properties of prior and posterior distributions
for multivariate categorical response data models.
 J. Multivariate Anal.   71   (1999), 277-296.
(with M.H. Chen)
 -  Monte Carlo estimation of Bayesian credible
and HPD intervals.  J. Computational and  Graphical Statist 
  8 (1999), 69-92  (with M.H. Chen)
 - 
On central limit theorems for shrunken  random variables.
 Proc. Amer. Math. Soc.   128  (2000), 261-267
(with E. Housworth).
 -  Power prior distributions for generalized linear models.
 J. Statist. Plan. Inf.  84  (2000), 121-137
 (with M.H. Chen and J. G. Ibrahim)
 -  On parameters of increasing dimensions.
 J. Multivariate Anal.   73   (2000), 120-135.
(with X. He)
 -  A comparison theorem on moment inequalities
between negatively associated and independent random variables.
 J. Theoret. Probab. 
13 (2000), 343-356.
 -  A note on the Gaussian correlation conjecture. In:
 Progress in Probability 
(E. Gin\'e, D. M. Mason and J.A.
Wellner, eds),
Vol.  47 (2000), 163-172
  (with W.V. Li)
 - 
Strong laws for $L_p$-norms of empirical and related processes.
Periodica Mathematica Hungarica} 41 (2000), 35-69
 (with I. Berkes, L. Horv\'ath and J. Steinebach).
 - 
Propriety of posterior distribution for dichotomous quantal response models
with general link functions.
 Proc. Amer. Math. Soc.  129 (2001),293-302.
(with M.H. Chen)
 -  Gaussian processes: inequalities, small ball
probabilities and applications. In:
 Stochastic Processes: Theory and Methods.
Handbook of Statistics, Vol. 19 (2001), Edited by C.R. Rao and  D. Shanbhag,
533-597
(with W.V. Li)
 - 
A non-uniform Berry-Esseen bound via Stein's method.
  Probab. Theory Relat. Fields 
 120   (2001), 236-254  (with L. H. Y. Chen)
 - 
Capture time of Brownian pursuits.
 Probab. Theory Relat. Fields
 121  (2001), 30-48 (with W.V. Li)
 - 
Bayesian analysis of binary data using skewed logit models.
 Calcutta Stat. Assoc. Bulletin
 51  (2001), 11-30 (with M.H. Chen and D.K. Dey)
 - 
Do stock returns follow a finite variance distribution?
 Ann. Economics and Finance  2 (2001), 467-486 (with H.Yu and J. Yu)
 -  Bootstrapping the Student t-statistic.
 Ann. Probab.   29  (2001), 1435-1450(with D. Mason)
 -  How big is the uniform convergence interval of
the strong law of large numbers?
 Stochastic Analysis and Applications Vol.  2
(editors: Y.J. Cho, J.K Kim and Y.K. Choi) (2002), 141-148.
 -  Random polynomials having few or no real zeros.
 J. Amer. Math. Soc. 
 15   (2002), 857-892
(with A. Dembo, B.
Poonen and O. Zeitouni)
 -  A normal comparison inequality and its applications
  Probab. Theory Relat. Fields 
122  (2002), 494-508 (with W. V. Li)}
 -  Partition-weighted Monte-Carlo estimation.  Ann. Inst. Statist. Math.
54   (2002), 338--354 (with Chen M.H.)
 - 
Sufficient and necessary conditions on the propriety of posterior
distributions for generalized linear mixed models.
 Sankhy Ser. B   64 (2002), 57-85 (with M.H. Chen and D. Xu)
 - 
 Prior Elicitation for Model Selection and Estimation in Generalized Linear Mixed Models.
  J. Statist. Planning Inference   111 (2003), 57-76
(with M.H. Chen, M.H., J.G. Ibrahim and R.E. Weiss)
 - 
A Gaussian correlation inequality and its application to the
existence of small ball constant.
 Stoch. Process. Appl.   107 (2003), 269-287.
 - 
Self-normalized Cram\'er type large deviations for independent random variables.
 Ann. Probab.   31  (2003), 2167-2215 (with B. Y. Jing and Q.Y. Wang)
 - 
 A Monte Carlo gap test in computing HPD regions.
 Development of Modern Statistics and Related topics (editors: H. Zhang and J. Huang)
Series in Biostatistics Vol. 1. pp. 38--52. World Sci. Publishing, River Edge, NJ, 2003
(with M.H. Chen, X. He and H. Xu)
 -  Lower tail probabilities of Gaussian processes.  Ann.
Probab.  32 (2004), 216-242 (with W. Li)
 -  Normal approximation under local dependence.  Ann. Probab.
 32  (2004), 1985-2028 (with L.H.Y. Chen)
 
 -  On propriety of the posterior distribution
       and existence of the maximum likelihood estimator for
          regression models with covariates missing at random.
           J. Amer. Stat. Assoc.
           99 (2004), 421-438 (with M.H. Chen and J. G. Ibrahim)
 -  Asymptotic distributions and Berry-Esseen bounds for sums of
record values.  Electronic J. Probab.  9 (2004), 544-559
 (with C. Su  and G. Wei)
 -  Recent progress on self-normalized limit theorems.
 Probability, Finance and Insurance, 50-68. Edited by  T.L. Lai, H. Yang, and S.P. Yung,
World Scientific, 2004.
 - 
Saddlepoint approximation for Student's t-statistic with no
moment conditions.  Ann. Statist.  32 (2004), 2679-2711
(with B.Y. Jing and W.
Zhou)
 -  On Helgason's number and Khintchine's inequality. 
Asymptotic Methods in Stochastics: Festschrift for Mikl\'os Cs\"org\H{o}.
Edited by L. Horvath and B.  Szyszkowicz, Fields Institute Communications, Vol. 44, pp.195-201, 2004
(with K.A. Ross)
 -  Normal approximation. In:  An Introduction to Stein's Method
(A.D. Barbour and L.H.Y. Chen eds). Lecture Notes Series, Institute for
Mathematical Sciences, NUS, Vol. 4, p. 1-59. World
Scientific, 2005 (with L.H.Y. Chen)
 -  An explicit Berry - Esseen  bound for the Student t-statistic via
Stein's method. In:  Stein's Method and Applications (A.D.
Barbour and L.H.Y. Chen eds). Lecture Notes Series, Institute for
Mathematical Sciences, NUS, Vol. 5, p. 143-155. World
Scientific, 2005.
 -  Almost sure convergence of the Barlett estimator.
 Period. Math. Hungar.  51 (2005), 11-25
(with I. Berkes, L. Horv\'ath and P. Kokoszka)
 -  On discriminating between long-range dependence and changes in mean.
 Ann. Stat.}  34  (2006), 1140-1165
(with I. Berkes, L. Horv\'ath and P. Kokoszka)
- 
Posterior propriety and computation for the Cox regression model with applications to missing
covariates.  Biometrika
  93  (2006), 791--807 (with M.H. Chen and J.G. Ibrahim)
 -  The Berry-Esseen bound for character ratios.  Proc. Amer. Math. Soc.
  134 (2006), 2153--2159 (with Z. Su)
 -  Large and moderate deviations for Hotelling's $t^2$-statistic.
 Elect. Comm. in Probab  11 (2006), 149-159 (with A. Dembo)
 -  A calibrated scenario generation model for heavy-tailed risk factors.
 IMA J. Management Math.  17  (2006), 289-303 (with H. Wang and H. Yu)
 - 
A note on the self-normalized large deviation.
 Chinese J. Appl. Probab. Statist.   22   (2006), 358--362
 - 
Normal approximation for nonlinear statistics using a concentration inequality approach
 Bernoulli
13 (2007), 581-599
(with  L.H.Y. Chen)
 -   Limiting distributions of the non-central $t$-statistic and their applications to the power of $t$-tests under
non-normality.  Bernoulli 
 13 (2007), 346-364 (with V. Bentkus, B.Y. Jing, and W. Zhou)
 - 
Limit theorems for permutations of empirical processes.
Stoch. Process. Appl.   117 (2007), 1870--1888 (with L. Horv\'ath)
 -  Self-normalized limit theorems in probability and statistics.
In:  Asymptotic Theory in Probability and Statistics with Applications
(Editors: T.L. Lai, L.F Qian and Q.M. Shao)(2007), 3-43 (with T.L. Lai).}
 -  The asymptotic distribution and Berry-Esseen bound of a
new test for independence in high dimension with an application
to stochastic optimization.
 Ann. Appl. Probab.   18 (2008), 2337-2366
(with Z.Y. Lin and W.D. Liu)
 - 
Towards a universal self-normalized moderate deviation.  Trans. Amer. Math. Soc.
 360 (2008), 4263--4285 (with B.Y. Jing and W. Zhou).
 - 
Cram\'er type large deviations for the maximum of self-normalized
sums.  E. Journal Probab.  14   (2009), 1181-1197 (with Z.S. Hu and Q.Y. Wang)
 - 
Berry-Esseen bounds for projections of coordinate symmetric random vectors.
 E. Comm. Probab.  14 (2009), 474 - 485 (with L. Goldstein)
 - 
A note on directed polymers in gaussian environments.  E. Comm. Probab.  14
 (2009), 518 - 528  	(with Y. Hu)
 - 
 Asymptotic distributions  of non-central studentized
statistics.
 Science in China (Ser A)  52 (2009), 1262 - 1284 (with R.M. Zhang)
 - 
 Maximum likelihood inference for the Cox regression model with applications to missing covariates.
 J. Multivariate Anal.   100  (2009),  2018--2030 (with M.H. Chen and J.G. Ibrahim)
 - 
Cramer-type moderate deviation for the maximum of the periodogram with application to
simultaneous tests in gene expression time series.  Ann. Statist.  38 (2010), 1913-1935.
(with W.D. Liu)
 - 
Nonparametric estimate of spectral density
functions of sample covariance matrices: A first step.
  Ann. Statisit.   38 (2010), 3724-3750 (with B.Y. Jing, G.M. Pan and W. Zhou)
 - Non-normal approximation by Stein's method of exchangeable pairs with application
to the Curie-Weiss model.  Ann. Appl. Probab.  21  (2011), 464-483 (with S. Chatterjee)
 - 
Large deviations for local times and intersection local times of fractional Brownian motions and Riemann-Liouville processes.  Ann. Probab.   39 (2011), 729-778 (with X. Chen, W. Li and J. Rosinski)
 - 
On the longest length of consecutive integers.  Acta Math. Sin. (Engl. Ser.)
 27 (2011), 329 - 338 (with M. Zhao)