Prof. LIAN Heng (練恒)

Research Output

  1. 2012
  2. Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data

    Lai, P., Wang, Q. & Lian, H., Feb 2012, In: Journal of Multivariate Analysis. 105, 1, p. 422-432

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 32
    Check@CityULib
  3. Gaussian process single-index models as emulators for computer experiments

    Gramacy, R. B. & Lian, H., Feb 2012, In: Technometrics. 54, 1, p. 30-41

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 47
    Check@CityULib
  4. Shrinkage estimation for identification of linear components in additive models

    Lian, H., Feb 2012, In: Statistics and Probability Letters. 82, 2, p. 225-231

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
    Check@CityULib
  5. Time-varying coefficient estimation in differential equation models with noisy time-varying covariates

    Hong, Z. & Lian, H., Jan 2012, In: Journal of Multivariate Analysis. 103, 1, p. 58-67

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
    Check@CityULib
  6. A note on conditional Akaike information for Poisson regression with random effects

    Lian, H., 2012, In: Electronic Journal of Statistics. 6, p. 1-9

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
    Check@CityULib
  7. Bayesian quantile regression for longitudinal data models

    Luo, Y., Lian, H. & Tian, M., 2012, In: Journal of Statistical Computation and Simulation. 82, 11, p. 1635-1649

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 51
    Check@CityULib
  8. Convergence of nonparametric functional regression estimates with functional responses

    Lian, H., 2012, In: Electronic Journal of Statistics. 6, p. 1373-1391

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 11
    Check@CityULib
  9. Semiparametric estimation of additive quantile regression models by two-fold penalty

    Lian, H., 2012, In: Journal of Business and Economic Statistics. 30, 3, p. 337-350

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 37
    Check@CityULib
  10. 2011
  11. Empirical likelihood inference for partially linear panel data models with fixed effects

    Zhang, J., Feng, S., Li, G. & Lian, H., Nov 2011, In: Economics Letters. 113, 2, p. 165-167

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 26
    Check@CityULib
  12. Semi-varying coefficient models with a diverging number of components

    Li, G., Xue, L. & Lian, H., Aug 2011, In: Journal of Multivariate Analysis. 102, 7, p. 1166-1174

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 21
    Check@CityULib
  13. Shrinkage tuning parameter selection in precision matrices estimation

    Lian, H., Aug 2011, In: Journal of Statistical Planning and Inference. 141, 8, p. 2839-2848

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 28
    Check@CityULib
  14. On efficient estimators of two seemingly unrelated regressions

    Wang, L., Lian, H. & Singh, R. S., May 2011, In: Statistics and Probability Letters. 81, 5, p. 563-570

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 12
    Check@CityULib
  15. Functional partial linear model

    Lian, H., Mar 2011, In: Journal of Nonparametric Statistics. 23, 1, p. 115-128

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 69
    Check@CityULib
  16. Inference of genetic networks from time course expression data using functional regression with lasso penalty

    Hong, Z. & Lian, H., Jan 2011, In: Communications in Statistics - Theory and Methods. 40, 10, p. 1768-1779

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 11
    Check@CityULib
  17. On posterior distribution of Bayesian wavelet thresholding

    Lian, H., Jan 2011, In: Journal of Statistical Planning and Inference. 141, 1, p. 318-324

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
    Check@CityULib
  18. Convergence of functional k-nearest neighbor regression estimate with functional responses

    Lian, H., 2011, In: Electronic Journal of Statistics. 5, p. 31-40

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 50
    Check@CityULib
  19. 2010
  20. Sparse Bayesian hierarchical modeling of high-dimensional clustering problems

    Lian, H., Aug 2010, In: Journal of Multivariate Analysis. 101, 7, p. 1728-1737

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
    Check@CityULib
  21. Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images

    Chopra, A. & Lian, H., Aug 2010, In: Pattern Recognition. 43, 8, p. 2609-2619

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 35
    Check@CityULib
  22. Posterior convergence and model estimation in bayesian change-point problems

    Lian, H., 2010, In: Electronic Journal of Statistics. 4, p. 239-253

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
    Check@CityULib
  23. 2009
  24. Detecting macroeconomic phases in the Dow Jones Industrial Average time series

    Wong, J. C., Lian, H. & Cheong, S. A., 1 Nov 2009, In: Physica A: Statistical Mechanics and its Applications. 388, 21, p. 4635-4645

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 17
    Check@CityULib