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Location
: S16/07-103
Contact No : 874
7841
E-mail address :
stabaizd@leonis.nus.edu.sg
Lecturing
Assignment:
(97/98 Semester 1) MA 4245 Time Series Analysis
(97/98 Semester 2)
MA4246
Multivariate Analysis
(98/99 Semester 1)
MA4243
Nonparametric Statistics
(98/99 Semester 2)
MA4246
Multivariate Analysis
(99/00 Semester 1) MA4243
Nonparametric Statistics
(99/00 Semester 2)
ST4207 Nonparametric and Robust Statistics
(00/01 Semester 1)
MA4245
Time Series Analysis
(00/01 Semester 2) SA3202 Statistical
Methods for Social Sciences
(01/02 Semester 1)
ST4262 Special Topic: Ranked Set Sampling
(01/02 Semester 2)
ST5214 Advanced Probability
Education:
PhD in Statistics, 1982 University
of Science and Technology of
China
Current
Research Areas:
Spectral analysis of large
dimensional random matrices
Probability of Algorithms
Rank set sampling
Urn model with application to
clinical trials
M-estimation and
Robust-estimation
Model selection
Time series analysis
Limiting theorems in probability
Edgeworth expansions
Selected
Publications: (Full list of
Publications)
- Bai, Z., Hu, F. and Rosenberger, W.F. (2002). Asymptotic properties of
adaptive designs for clinical trials with delayed response. Ann.
Statist. Vol 30, No 1, 122-139.
2. Bai Z. D.
and Krishonaiah, P. R. (2002) Reduction of Dimensionality. Encyclopedia of
Physical Science and Technology, 3rd Edition Vol. 14, 55-73.
3. Huang, Su
Yun and Bai Z. D. (2002) Wavelets, Advanced. Encyclopedia of Physical
Science and Technology, 3rd Edition Vol. 17, 753-771.
4. Guo, M.
H. Huang, Mong-Na Lo, Y. H. Chen, Bai, Z. D. and Hsieh, Kai-Sheng Hsieh (2001)
Important ECG diagnosis aiding indices of ventricular defect children with or
without congestive heart failure. Statistics in Medicine, Vol. 20 1125-1141.
- Bai, Z. D., Chen, Guijing and Hu, Feifang (2001) A kind of urn
model for adaptive sequential design. Acta Math. Sci. Ser. B Engl. Ed.
21, no. 2, 224--228.
- Bai, Z. D., Chen, Gui Jing and Hu, Fei Fang (2001) Limit
theorems in an urn model with time trends in sequential experiments. (in
Chinese) Chinese Ann. Math. Ser. A, Vol. 22, No. 1,
89--96.
- Bai, Z. D., Hwang, H. K., Liang, W. Q. and Tsai T. H. (2001)
Limit theorems for the number of maxima in random samples from planar
regions. Electronic Journal of Probability.
Vol. 6, Paper No. 3, 1-41.
- Z. D. Bai, B. Q. Miao and J. Tsay (2002) Convergence
rates of the spectral distributions of large Wigner matrices. International
Mathematical Journal. Vol. 1, No. 1. 65-90.
- Chen, Z. and Bai, Z. D. (2000) The optimal ranked-set sampling
scheme for parametric families. Sankhya A, Part 2, pp
178-192.
- Shieh, Grace S., Bai, Z. D. and
Tsai, W. Y. (2000) Rank tests for independence --- with a
weighted correlation alternative. Statistica Sinica. 10, No. 2,
pp 577-593.
- Bai, Z. D. and Chow, Mosuk (2000) A
note on sequential estimation of the size of a population under general
loss functions. Stat. & Probab. Letters, Vol. 47,
159-164.
- Bai,Z. D. and Cheng, P. E. (2000) Marcinkiewicz strong law for linear statistics. Stat.
& Probab. Letters, 46, 105-112.
- Bai, Z. D. and He, X. M. (1999) Asymptotic distributions of the
maximal depth estimators for regression and multivariate location. Ann.
Statist. 27, No. 5,
1616-1637.
- Bai, Z.D. and Silverstein, Jack W. (1999) Exact separation of
eigenvalues of large dimensional sample covariance matrices. Ann. Probab. Vol. 27, No. 3,
1536-1555.
- Bai, Z. D., Kundu, Debasis and Mitra, Amit (1999) A
note on the consistency of multidimensional exponential signals. Sankhya, Ser. A 61, No. 2,
270--275.
- Bai, Z. D. and Huang, M. N. L. (1999) On
consistency of the Best-r-Points-Average estimator of the maximizer of a
nonparametric regression function. Accepted by Sankhya Ser. 61, Ser. A . Pt. 2, 208-217.
- Bai, Z. D., Rao, C. R., Wu, Y., Zen, M. M. and
Zhao, L. C. (1999) The
simultaneous estimation of the number of signals and
frequencies of multiple sinusoids when some observations are
missing: I. Asymptotics. Proceedings of the National Academy of
Sciences of USA, Vol. 96, No. 20, 11106-11110.
- Z. D. Bai (1999) Methodologies in spectral analysis
of large dimensional random matrices, A review. Statistica Sinica, 9, No. 3, pp 611-677.
- Bai, Z. D., Miao, B. Q. and Tsay, J. (1999) Remarks
on the convergence rate of the spectral distributions of Wigner
matrices. J. Theoret. Probab. 12, No. 2, 301--311.
- Guo, M. H., Bai, Z. D. and An, H. Z. (1999)
Multi-step prediction for nonlinear autoregressive models based on
empirical distribution. Statistica Sinica, 9, No. 2,
559-570.
- Bai, Z., Rao, C. R. and Wu, Y. (1999) Model selection with data-oriented penalty. J.
Statist. Inference and Planning, 77, No. 1,
103--117.
- Bai, Z. D. and Hu,
Feifang (1999) Asymptotic theorems for
urn models with nonhomogeneous generating matrices. Stochastic
Processes and their applications, Vol. 80, 87-101.
- Bai, Z. D. and Guo, M. H. (1999) A paradox in least
squares estimation of linear regression models. Statist.
and Probab. Letters, Vol. 42, 167-174.
- Bai, Z.D.
and Huang, M. N. L. (1999) On the consistency of the
best-r-points-average estimator for the maximizer of a nonparametric
regression function. Sankhya, Ser. A 61, No. 2,
208—217.
- Bai, Z. D., Chao, C. C., Hwang, H. K. and Liang, W.
Q. (1998) On the variance of the number of Maxima in random vectors and
its applications. The Annals of Applied Probab. Vol. 8,
No. 3, 886-895.
- Z. D. Bai and J. W. Silverstein (1998) No
eigenvalues outside the support of the limiting spectral distribution of
large dimensional sample covariance matrices. Ann. Probab. Vol.
26, No. 1, 316-345.
- Bai, Z. D., Hwang, H. K. and Liang, W. Q. (1998)
Normal approximation of the number of records in geometrically distributed
random variables. Random Structures and Algorithms, Vol.
13, 319-334.
- Z.D. Bai (1997) Circular Law. The Ann. of Probab.
Vol 25, No. 1, 494 - 529.
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