Faculty
SHAO, Qi Man
Name SHAO, Qi Man邵啟滿
Title Professor of Statistics
教授
Position Chairman
Email qmshao [at] sta.cuhk.edu.hk
Phone Number 3943 7055
Fax Number 2603 5188
Address LSB 118
Homepage http://www.sta.cuhk.edu.hk/qmshao/
Detail Image
Academic Background
B.S., Hangzhou University 
M.S., Hangzhou University 
Ph.D., Univ. of Science and Technology of China
Research Interest
Limit theory in probability and large sample theory. Self-normalized large and moderate deviation theory. High-dimensional and large-scale statistical analysis. Stein's method. Gaussian random fields. Random polynomials and matrices. Probability estimates of rare events. Monte Carlo studies. Change point analysis. M-estimation.
Selected Publications
Books:
1.  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
2. 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.
3.
  • 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.

  • 4.
  • 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:

    1.  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)
    2. 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)
    3. 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)
    4. 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)
    5. 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)
    6. Towards a universal self-normalized moderate deviation. Trans. Amer. Math. Soc. 360 (2008), 4263--4285 (with B.Y. Jing and W. Zhou).
    7. Normal approximation for nonlinear statistics using a concentration inequality approach Bernoulli 13 (2007), 581-599 (with L.H.Y. Chen).
    8. On discriminating between long-range dependence and changes in mean. Ann. Stat. 34 (2006), 1140-1165 (with I. Berkes, L. Horvath and P. Kokoszka)
    9. Saddlepoint approximation for Student's t-statistic with no moment conditions. Ann. Statist. 32 (2004), 2679-2711 (with B.Y. Jing and W. Zhou)
    10. 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)
    11. Normal approximation under local dependence. Ann. Probab. 32 (2004), 1985-2028 (with L.H.Y. Chen
    12. Lower tail probabilities of Gaussian processes. Ann. Probab. 32 (2004), 216-242 (with W. Li)
    13. Self-normalized Cramer type large deviations for independent random variables. Ann. Probab. (with B. Y. Jing and Q.Y. Wang) 31 (2003), 2167-2215.
    14. Random polynomials having few or no real zeros. J. Amer. Math. Soc. 15 (2002), 857-892 (with A. Dembo, B. Poonen and O. Zeitouni)
    15. A normal comparison inequality and its applications. Probab. Theory Related Fields 122 (2002), 494-508 (with W.Li)
    16. Bootstrapping the Student t-statistic. Ann. Probab. 29 (2001), 1435-1450 (with D. Mason)
    17. Capture time of Brownian pursuits. Probab. Theory Relat. Fields 121 (2001), 30-48 (with W.V. Li)
    18. A non-uniform Berry-Esseen bound via Stein's method. Probab. Theory Relat. Fields 120 (2001), 236-254(with L. H. Y. Chen)
    19. 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)
    20. Limit theorems for quadratic forms with applications to Whittle's estimate. Ann. Appl. Probab. 9 (1999), 146-187 (with L. Horv\'ath).
    21.  Limit distributions of directionally reinforced random walks. Adv. Math. 134 (1998), 367-383 (with L. Horv\'ath).
    22. Monte Carlo methods for Bayesian analysis of Constrained parameter problems. Biometrika 85 (1998), 73-87 (with M.H. Chen)
    23. Self-normalized large deviations. Ann. Probab. 25 (1997), 285-328.
    24. On Monte Carlo methods for estimating ratios of normalizing constants. Ann. Statist. 25 (1997), 1563-1594 (with M.H. Chen)
    25. 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)
    26. Limit theorem for maximum of standardized U-statistics with an application. Ann. Statist. 24 (1996), 2266-2279 (with L. Horv\'ath).
    27. 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).
    28. Weak convergence for weighted empirical processes of dependent sequences. Ann. Probab. 24 (1996), 2098-2127 (with H. Yu).
    29. Maximal inequality for partial sums of $\rho$-mixing sequences. Ann. Probab. 23 (1995), 948-965.
    30. Small ball probabilities of Gaussian fields. Probab. Theory Relat. Fields 102 (1995), 511--517 (with D. Wang).
    31. On almost sure limit inferior for B-valued stochastic processes and applications. Probab. Theory Relat. Fields 99 (1994), 29-54 (with M. Csorgo)
    32. Strong limit theorems for large and small increments of $\ell^p$-valued Gaussian processes. Ann. Probab. 21 (1993), 1958--1990 (with M. Csorgo)
    33. A note on small ball probability of Gaussian processes with stationary increments. J. Theoret. Probab. 6 (1993), 595-602.
    34. Bootstrapping the sample means for stationary mixing sequences. Stochastic Process. Appl. 48 (1993), 175-190 (with H. Yu)
    35. An Erdos and Revesz type law of the iterated logarithm for stationary Gaussian processes. Probab. Theory Relat. Fields 94 (1992), 119-133.
    36. On a problem of Csorgo and Revesz. Ann. Probab. 17 (1989), 809--812.

    List of publications

     

    1. An almost sure invariance principle for Gaussian sequences. Chinese J. Appl. Probab. Statist. 1 (1985), 43--46
    2. Weak convergence of multidimensional empirical processes in the strong mixing case. Chinese Ann. Math. (Ser. A) 7 (1986), 547--552
    3. A remark on the increment of a Wiener process. J. Math. (Wuhan) 6 (1986), 175--182.
    4. Strong approximations for partial sums of weakly dependent random variables. Sci. Sinica (Ser. A) 30 (1987), 575--587 (with C.R. Lu)
    5. Strong approximations on lacunary trigonometric series with weights. Sci. Sinica (Ser. A) 30 (1987), 796--806
    6. A remark on the invariance principle for $\rho$-mixing sequence. Chinese Ann. Math. Ser. A 9 (1988), 409--412.
    7. A moment inequality and its applications. Acta Math. Sinica 31 (1988), 736--747.
    8. On the invariance principle for $\rho$-mixing sequences of random variables. Chinese Ann. Math. (Ser. B) 10 (1989), 427--433.
    9. On the complete convergence for $\rho$-mixing sequence. Acta Math. Sinica 32 (1989), 377--393.
    10. On the increments of sums of independent random variables. Chinese J. Appl. Probab. Statist. 5 (1989), 117--126.
    11. A Berry-Esseen inequality and an invariance principle for associated random fields. Chinese J. Appl. Probab. Statist. 5 (1989), 1--8.
    12. On a problem of Csorgo and Revesz. Ann. Probab. 17 (1989), 809--812
    13. Exponential inequalities for dependent random variables. Acta Math. Appl. Sinica (English Ser.) 6 (1990), 338--350
    14. On the complete convergence for randomly selected sequences. Chinese Sci. Bull. 35 (1990), 93--98.
    15. A further investigation on the complete convergence for independent random variables. Chinese J. Appl. Probab. Statist. 7 (1991), 174--188.
    16. An investigation on conditions for complete convergence of U-statistics. Acta Math. Sinica 34 (1991), 754-769 (with C. Su)
    17. On a lemma of Butzer and Kirschfink. Approx. Theory Appl. 7 (1991), 35-38.
    18. Contribution to the limit theorems. In: Contemp. Math. 118 (1991), 221--237 (with Z.Y. Lin and C.R. Lu)
    19. 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).
    20. 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).
    21. An Erdos and Revesz type law of the iterated logarithm for stationary Gaussian processes. Probab. Theory Relat. Fields 94 (1992), 119-133.
    22. 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)
    23. How small are the increments of partial sums of independent random variables. Sci. Sinica Ser. A 35 (1992), 675--689.
    24. Strong limit theorems for large and small increments of $l^p$-valued Gaussian processes . Ann. Probab. 21 (1993), 1958--1990 (with M. Csorgo).
    25. Bootstrapping the sample means for stationary mixing sequences. Stochastic Process. Appl. 48 (1993), 175-190 (with H. Yu).
    26. A note on small ball probability of Gaussian processes with stationary increments. J. Theoret. Probab. 6 (1993), 595-602.
    27. On independence and dependence properties for a set of random events. Amer. Statist. 47 (1993), 112-115 (with Y.H. Wang and J. Stoyanov).
    28. Almost sure invariance principles for mixing sequences of random variables. Stochastic Process. Appl. 48 (1993), 319-334
    29. Convergence of integrals of uniform empirical and quantile processes. Stochastic Process. Appl. 45 (1993), 283-294 (with M. Csorgo and L. Horvath)
    30. On the law of the iterated logarithm for infinite dimensioal Ornstein-Ohlenbeck process. Canad. J. Math. 45 (1993), 159-175
    31. 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)
    32. On complete convergence for $\alpha$-mixing sequences. Statist. Probab. Lett. 16 (1993), 279-287 .
    33. On the invariance principle for $\rho$-mixing sequence of random variables with infinite variance. Chinese Ann. Math. Ser. B 14 (1993), 27-42.
    34. 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).
    35. 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).
    36. Some limit theorems for muti-dimensional Brownian motion . Acta. Math. Sinica 36 (1993), 53-59 (with B. Chen).
    37. On almost sure limit inferior for B-valued stochastic processes and applications. Probab. Theory Related Fields 99 (1994), 29-54 (with M. Csorgo).
    38. Path properties for $\ell_{\infty$-valued Gaussian processes. Proc. Amer. Math. Soc. 121 (1994), 225-236 (with M. Csorgo and Z.Y. Lin).
    39. Self-normalizing central limit theorem for sums of weakly dependent random variables. J. Theoret. Probab. 7 (1994), 309-338 (with M. Peligrad).
    40. A self-normalized Erdos-Renyi type law of large numbers. Stochastic Process. Appl. 50 (1994), 187-196 (with M. Csorgo ).
    41. On a new law of iterated logarithm of Erdos and Revesz Acta Math. Hungar. 64 (1994), 157-181.
    42. Random increments of a Wiener process and their applications. Studia Sci. Math. Hungar. 29 (1994), 443-480.
    43. 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).
    44. A note on dichotomy theorems for integrals of stable processes. Statist. Probab. Lett. 19 (1994), 45-49 (with L. Horvath).
    45. A new proof on the distribution of the local time of a Wiener processes. Statist. Probab. Lett. 19 (1994), 285-290 (with M. Csorgo).
    46. Studentized increments of partial sums. Sci. Sinica Ser.A 37 (1994), 265-276 (with M. Csorgo and Z.Y. Lin).
    47. 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).
    48. Small ball probabilities of Gaussian fields. Probab. Theory Relat. Fields 102 (1995), 511--517 (with D. Wang).
    49. Maximal inequality for partial sums of $\rho$-mixing sequences. Ann. Probab. 23 (1995), 948-965.
    50. Strong approximation theorems for independent random variables and their applications. J. Multivariate Anal. 52 (1995), 107 - 130.
    51. Estimation of the variance of partial sums for $\rho$-mixing random variables. J. Multivariate Anal. 52 (1995), 140 - 157. (with M. Peligrad).
    52. A note on the almost sure central limit theorem for weakly dependent random variables. Statist. Probab. Lett. 22 (1995), 131-136. (with M. Peligrad).
    53. A Chung type law of the iterated logarithm for subsequences of a Wiener process. Stoch. Process. Appl. 59 (1995), 125-142.
    54. Moduli of continuity for local time of Gaussian processes. Stoch. Process. Appl. 58 (1995), 1-21 (with M. Csorgo and Z.Y. Lin)
    55. A small deviation theorem for independent random variables. Theory Probab. Appl. 40 (1995), 225-235.
    56. On a conjecture of R\'ev\'esz . Proc. Amer. Math. Soc. 123 (1995), 575-582.
    57. 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).
    58. Asymptotics for directed random walks in random environments. Acta Math. Hungar. 68 (1995), 21-36 (with L. Horvath).
    59. Limit theorems for the union-intersection test. J. Statist. Plan. Inf. 44 (1995), 133-148 (with L. Horvath).
    60. Limit theorems for the maximum of standardized Cesaro and Abel sums. J. Statist. Res. 29 (1995), 37-50 (with L. Horvath).
    61. Moduli of continuity for $\ell^p$-valued Gaussian processes. Acta. Sci. Math. 60 (1995), 149-175 (with E. Csaki and M. Csorgo).
    62. 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).
    63. Limit theorem for maximum of standardized U-statistics with an application. Ann. Statist. 24 (1996), 2266-2279 (with L. Horvath).
    64. 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).
    65. Weak convergence for weighted empirical processes of dependent sequences. Ann. Probab. 24 (1996), 2098-2127 (with H. Yu).
    66. Bounds and estimators of a basic constant in extreme value theory of Gaussian processes. Statist. Sinica 7 (1996), 245-257.
    67.  p-Variation of Gaussian processes with stationary increments. Studia Sci. Math. Hungar. 31 (1996), 237-247.
    68. A note on estimation of the variance for $\rho$-mixing sequences. Statist. Probab. Lett. 26 (1996), 141 - 145. (with M. Peligrad).
    69. A Darling-Erdos-type theorem for standardized random walk summation. Bull. London Math. Soc. 28 (1996), 425 - 432. (with L. Horvath).
    70. Bahadur efficiency and robustness of studentized score tests. Ann. Inst. Statist. Math. 48 (1996), 295-314 (with X. He).
    71. Darling-Erdos type theorems for sums of Gaussian variables with long range dependence. Stoch. Process. Appl. 63 (1996), 117-137 (with L. Horvath)
    72. Self-normalized large deviations. Ann. Probab. 25 (1997), 285-328.
    73. On Monte Carlo methods for estimating ratios of normalizing constants. Ann. Statist. 25 (1997), 607-630 (with M.H. Chen).
    74. Estimating ratios of normalizing constants for densities with different dimensions. Statist. Sinica 7 (1997), 607-630 (with M.H. Chen).
    75. Performance study of marginal posterior density estimation via Kullback-Leibler divergence. Test 6 (1997), 321-350 (with M.H. Chen).
    76. Almost sure summability of partial sums. Studia Sci. Math. Hungar. 33 (1997), 45-74 (with M. Csorgo and L. Horvath).
    77. Monte Carlo methods for Bayesian analysis of constrained parameter problems. Biometrika 85 (1998), 73-87. (with M.H. Chen)
    78. Limit distributions of directionally reinforced random walks. Adv. Math. 134 (1998), 367-383 (with L. Horvath).
    79. Self-normalized large deviations in vector spaces. In: Progress in Probability (Eberlein, Hahn, Talagrand, eds) Vol 43 (1998), 27-32. (with A. Dembo)
    80. Self-normalized moderate deviations and LILs. Stochastic Process. Appl. 75 (1998), 51-65. (with A. Dembo
    81. Recent developments in self-normalized limit theorems. In Asymptotic Methods in Probability and Statistics (editor B. Szyszkowicz), pp. 467 - 480. Elsevier Science, 1998.
    82. Limit theorems for quadratic forms with applications to Whittle's estimate. Ann. Appl. Probab. 9 (1999), 146-187 (with L. Horv\'ath).
    83. A Cram\'er type large deviation result for Student's t-statistic. J. Theoret. Probab. 12 (1999), 387-398. ( pdf ), ( dvi ), ( ps )
    84. The law of the iterated logarithm for negatively associated random variables. Stochastic Process. Appl. 83 (1999), 139-148 (with C. Su ).
    85.  Small ball estimates for Gaussian processes under Soblev type norms. J. Theoret. Probab. 12 (1999), 699-720 (with W. V. Li).
    86. Existence of Bayes Estimators for the polychotomous quantal response models. Ann. Inst. Statist. Math. 51 (1999), 637-656 (with M.H. Chen)
    87. 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)
    88. Properties of prior and posterior distributions for multivariate categorical response data models. J. Multivariate Anal. 71 (1999), 277-296. (with M.H. Chen)
    89. Monte Carlo estimation of Bayesian credible and HPD intervals. J. Computational and Graphical Statist 8 (1999), 69-92 (with M.H. Chen)
    90. On central limit theorems for shrunken random variables. Proc. Amer. Math. Soc. 128 (2000), 261-267 (with E. Housworth).
    91. Power prior distributions for generalized linear models. J. Statist. Plan. Inf. 84 (2000), 121-137 (with M.H. Chen and J. G. Ibrahim)
    92. On parameters of increasing dimensions. J. Multivariate Anal. 73 (2000), 120-135. (with X. He)
    93. A comparison theorem on moment inequalities between negatively associated and independent random variables. J. Theoret. Probab. 13 (2000), 343-356.
    94. 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)
    95. 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).
    96. 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)
    97. 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)
    98. A non-uniform Berry-Esseen bound via Stein's method. Probab. Theory Relat. Fields 120 (2001), 236-254 (with L. H. Y. Chen)
    99. Capture time of Brownian pursuits. Probab. Theory Relat. Fields 121 (2001), 30-48 (with W.V. Li)
    100. 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)
    101. Do stock returns follow a finite variance distribution? Ann. Economics and Finance 2 (2001), 467-486 (with H.Yu and J. Yu)
    102. Bootstrapping the Student t-statistic. Ann. Probab. 29 (2001), 1435-1450(with D. Mason)
    103. 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.
    104. Random polynomials having few or no real zeros. J. Amer. Math. Soc. 15 (2002), 857-892 (with A. Dembo, B. Poonen and O. Zeitouni)
    105. A normal comparison inequality and its applications Probab. Theory Relat. Fields 122 (2002), 494-508 (with W. V. Li)}
    106. Partition-weighted Monte-Carlo estimation. Ann. Inst. Statist. Math. 54 (2002), 338--354 (with Chen M.H.)
    107. 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)
    108. 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)
    109. A Gaussian correlation inequality and its application to the existence of small ball constant. Stoch. Process. Appl. 107 (2003), 269-287.
    110. 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)
    111. 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)
    112. Lower tail probabilities of Gaussian processes. Ann. Probab. 32 (2004), 216-242 (with W. Li)
    113. Normal approximation under local dependence. Ann. Probab. 32 (2004), 1985-2028 (with L.H.Y. Chen)
    114. 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)
    115. Asymptotic distributions and Berry-Esseen bounds for sums of record values. Electronic J. Probab. 9 (2004), 544-559 (with C. Su and G. Wei)
    116. 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.
    117. Saddlepoint approximation for Student's t-statistic with no moment conditions. Ann. Statist. 32 (2004), 2679-2711 (with B.Y. Jing and W. Zhou)
    118. 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)
    119. 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)   
    120. 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.
    121. Almost sure convergence of the Barlett estimator. Period. Math. Hungar. 51 (2005), 11-25 (with I. Berkes, L. Horv\'ath and P. Kokoszka)
    122. 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)
    123. 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)
    124. The Berry-Esseen bound for character ratios. Proc. Amer. Math. Soc. 134 (2006), 2153--2159 (with Z. Su)
    125. Large and moderate deviations for Hotelling's $t^2$-statistic. Elect. Comm. in Probab 11 (2006), 149-159 (with A. Dembo)
    126. A calibrated scenario generation model for heavy-tailed risk factors. IMA J. Management Math. 17 (2006), 289-303 (with H. Wang and H. Yu)
    127. A note on the self-normalized large deviation. Chinese J. Appl. Probab. Statist. 22 (2006), 358--362
    128. Normal approximation for nonlinear statistics using a concentration inequality approach Bernoulli 13 (2007), 581-599 (with L.H.Y. Chen)
    129. 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)
    130. Limit theorems for permutations of empirical processes. Stoch. Process. Appl. 117 (2007), 1870--1888 (with L. Horv\'ath)
    131. 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).}
    132. 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)
    133. Towards a universal self-normalized moderate deviation. Trans. Amer. Math. Soc. 360 (2008), 4263--4285 (with B.Y. Jing and W. Zhou).
    134. 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)
    135. Berry-Esseen bounds for projections of coordinate symmetric random vectors. E. Comm. Probab. 14 (2009), 474 - 485 (with L. Goldstein)
    136. A note on directed polymers in gaussian environments. E. Comm. Probab. 14 (2009), 518 - 528 (with Y. Hu)
    137. Asymptotic distributions of non-central studentized statistics. Science in China (Ser A) 52 (2009), 1262 - 1284 (with R.M. Zhang)
    138. 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)
    139. 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)
    140. 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)
    141. 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)
    142. 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)
    143. On the longest length of consecutive integers. Acta Math. Sin. (Engl. Ser.) 27 (2011), 329 - 338 (with M. Zhao)

    Professional Services

    Teaching

    My Graduate Students
     
    Research Grants
     
    Invited Talks
     
    Awards

    Invited speaker (45 min), International Congress of Mathematicians, 2010

    IMS Medallion Lecturer, Keynote Speaker at the 2011 Joint Statistical Meetings

    Fellow, Institute of Mathematical Statistics, 2001


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