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Title

Associate Professor

Academic Background

BSc(CUHK)
MSc, PhD(Toronto)

Research Interest

  1. Classification and its Applications
  2. Asymptotic Techniques in Statistics
  3. Problems in Mixtures of Distribution

Recent Representative Publications

  1. "Regularized Classification for Mixed Continuous and Categorical Variables Under Across-location Heteroscedasticity", J. of Multivariate Anal., Vol. 93, pp. 358-374 (2005).

  2. "The Effect of Across-location Heteroscedasticity on the Classification of Mixed Categorical and Continuous Data", J. of Multivariate Anal., Vol. 84, pp. 369-386 (2003).

  3. "Performance of the Location Linear Discriminant Function under Across-location Heteroscedasticity", Communications in Statistics, Vol. 31, No. 6, pp. 1031-1043 (2002).

  4. "Error Rates in Classification Consisting of Discrete and Continuous Variables in the Presence of Covariates", Statist. Papers, 42, pp. 265-273 (2001).

  5. "Covariance Adjustments in Discrimination of Mixed Discrete and Continuous Variables", J. of Multivariate Anal., Vol. 71, pp. 111-124 (1999).

  6. "The Covariance Adjusted Location Linear Discriminant Function for Classifying Data with Unequal Dispersion Matrices in Different Locations", Ann. Inst. Statist. Math. 50, pp. 417-431 (1998).

  7. "The Location Linear Discriminant for Classifying Observations with Unequal Variance", Statistics and Probability Letters, 31, pp.23-29 (1996).

  8. "Error Rates for Classifying Observations Based on Binary and Continuous Variables with Covariates", Computational Statistics & Data Analysis , Vol. 21, pp. 627-645 (1996).

  9. "The Location Linear Discriminant with Covariates", Communications in Statistics, Simulation & Computation, Vol. 23, No. 4, pp. 1027-1046 (1994).

  10. "Classification of Dichotomous and Continuous Variables with Incomplete Samples", Communications in Statistics, Theory & Methods , Vol. 23, No.6, pp. 1581-1592 (1994) .

  11. "Proportion Estimation in Mixtures with Covariates", Communications in Statistics, Theory & Methods , Vol. 21, No.11, pp. 3123-3141 (1992).

Contact Information

Address:
Department of Statistics
Room 113, 1/F., Lady Shaw Building
The Chinese University of Hong Kong
Shatin, New Territories, HONG KONG

Phone:
(852)-2609 7924

Fax:
(852)-2603 5188

Email:
cyleung@sta.cuhk.edu.hk

Courses Taught in this Term

STA 2101 Basic Statistical Concepts and Methods I
STA 3003 Survey Methods
 

 		 


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