Name Lin-An Chen
Title Professor
Office Room 417, Assemble Building 1
Fax +886-3-572-8745
Tel
 +886-3-513-1532
E-mail lachen@stat.nctu.edu.tw

EDUCATION | EXPERIENCE | FIELDS OF INTEREST | PUBLICATIONS

  • EDUCATION
    • Ph.D. in Statistics, University of Illinois at Urbana-Champaign, USA, 1988.
  • EXPERIENCE
    • Professor, Institute of Statistics, National Chiao Tung University, Taiwan, 1999-present.
    • Associate Professor, Institute of Statistics, National Chiao Tung University, Taiwan, 1988-1998.
    • Lecture, Feng Chia University, Taiwan.
  • FIELDS OF INTEREST

    • confidence interval, significance test, robust estimation, regression quantile, control chart, reference interval, ANOVA
  • PUBLICATIONS

        1. Chen, L.-A. (1996). Bivariate regression splines. Computational Statistics and Data alysis, 21, 399-418.

        2. Chen, L.-A. and Portnoy, S. (1996). Two-stage regression quantiles and two-stage trimmed least squares estimators for structural equation models. Communications in Statistics- Theory and Methods, 25, 1005-1032.

        3. Chen, L.-A. and Chiang, Y.-C. (1996). Symmetric type quantile and trimmed means for location and linear regression models. Journal of Nonparametric Statistics, 7, 171-185.

        4. Chen, L.-A. (1997). An efficient class of weighted trimmed means for linear regression model. Statistica Sinica, 7, 669-686.

        5. Chen, L.-A. (1997). Multivariate regression splines. Computational Statistics and Data Analysis, 26, 71-82.

        6. Chen, L.-A., Chan, W. and Lee, T.-S. (1997). Tensor product polynomial splines. Communications in Statistics- Theory and Methods, 26, 2093-2111.

        7. Chen, L.-A. and Thompson, P. (1998). Trimmed least squares estimator as best trimmed linear conditional estimator for linear regression model. Communications in Statistics- Theory and Methods, 27, 1835-1849.

        8. Chen, L.-A., Hsu, Y.-J. and Chiang, Y.-C. (1999). Multivariate polynomial spline spaces. The Rocky Mountain Journal of Mathematics, 29, 789-806.

        9. Chen, L.-A., Thompson, P. and Hung, H.-N. (2000). Symmetric type two-stage trimmed least squares estimator for the simultaneous equations model. Statistica Sinica, 10, 1243-1255.

        10. Chen, L.-A., Thompson, P. and Chuang, H.-C. (2000). Mallow's type bounded influence regression quantile for linear regression model and simultaneous equations model. Sankhya Ser. B., 62, 217-232.

        11. Chen, L.-A., Welsh, A. H. and Chan, W. (2001). Esimators for the linear regression model based on Winsorized observations. Statistica Sinica, 11, 147-172.

        12. Chen, L.-A. Liang K.-Y. and Liu C.-C. (2001). Two stage Welsh's trimmed mean for the simultaneous equations model. Australian and New Zealead Journal of Statistics, 43, 481-492.

        13. Chen, L.-A. and Welsh, A. H. (2002). Distribution-function-based bivariate quantiles. Journal of Multivariate Analysis, 83, 208-231.

        14. Thompson, P., Yang, E. K. and Chen, L.-A. (2002). Robust type Gauss-Markov theorem and Rao's first order efficiency for the symmetric trimmed mean. Taiwanese Journal of Mathematics, 6, 355-367.

        15. Shiau, J.-J. H. and Chen, L.-A. (2003). The multivariate parallelogram and its applocations to multivariate trimmed mean. Australian and New Zealand Joutnal of Statistics, 45, 343-352.

        16. Lai, Y.-H., Thompson, P. and Chen, L.-A. (2003). Generalized and Pseudo generalized trimmed means for the linear regression with AR(1) error model. Statistics and Probability Letter, 67, 203-211.

        17. Huang, J.-Y., Yang, E. K., Lin, M.-L. and Chen, L.-A. (2003). Welsh's trimmed mean for the nonlinear regression model. Sanhkya, 65, 560-576.

        18. Lai, Y.-H., Chen, L.-A. and Chan, W. (2004). Generalized and feasible generalized median estimators for the linear regression with AR(1) error model. Sankhya, 66, 253-262.

        19. Chen, L.-A., Tran, L. T. and Lin, L.-C. (2004). Symmetric regression quantile and its application to robust estimation for the nonlinear regression model. Journal of Statistical Planning and Inferences, 126, 423-440.

        20. Chiang, Y.-C., Chen, L.-A. and Yang, H.-C. (2006). Symmetric quantiles and their applications. Journal of Applied Statistics, 33, 807-817.

        21. Chen, L.-A. and Hung, H.-N. (2006). Extending the discussion on coverage interval and statistical coverage interval. Metrologia., 43, L43-L44.

        22. Chen, L.-A., Hung H.-N. and Chen C.-R. (2007). Maximum average-power tests. Communications in Statistics- Theory and Mehtods.

        23. Chen, L.-A., Huang, J.-Y. and Chen, H.-C. (2007). Parametric coverage interval. Metrologia., 44, L7-L9.