Prof. LIAN Heng (練恒)

Research Output

  1. 2013
  2. Bayesian quantile regression for single-index models

    Hu, Y., Gramacy, R. B. & Lian, H., Jul 2013, In: Statistics and Computing. 23, 4, p. 437-454

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

    Scopus citations: 36
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  3. Quadratic inference functions for partially linear single-index models with longitudinal data

    Lai, P., Li, G. & Lian, H., Jul 2013, In: Journal of Multivariate Analysis. 118, p. 115-127

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

    Scopus citations: 23
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  4. LETTER TO THE EDITOR

    HU, Y., TIAN, Y. & LIAN, H., Jun 2013, In: Annals of Applied Statistics. 7, 2, p. 1244-1246

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

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  5. Partially linear structure selection in cox models with varying coefficients

    Lian, H., Lai, P. & Liang, H., Jun 2013, In: Biometrics. 69, 2, p. 348-357

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

    Scopus citations: 16
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  6. Semiparametric estimation of fixed effects panel data single-index model

    Lai, P., Li, G. & Lian, H., Jun 2013, In: Statistics and Probability Letters. 83, 6, p. 1595-1602

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

    Scopus citations: 6
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  7. Sparse-smooth regularized singular value decomposition

    Hong, Z. & Lian, H., May 2013, In: Journal of Multivariate Analysis. 117, p. 163-174

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

    Scopus citations: 7
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  8. Shrinkage estimation and selection for multiple functional regression

    Lian, H., Jan 2013, In: Statistica Sinica. 23, 1, p. 51-74

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

    Scopus citations: 39
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  9. Variable selection in a partially linear proportional hazards model with a diverging dimensionality

    Hu, Y. & Lian, H., Jan 2013, In: Statistics and Probability Letters. 83, 1, p. 61-69

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

    Scopus citations: 12
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  10. Automatic variable selection for longitudinal generalized linear models

    Li, G., Lian, H., Feng, S. & Zhu, L., 2013, In: Computational Statistics and Data Analysis. 61, p. 174-186

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

    Scopus citations: 23
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  11. Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality

    Lian, H., Li, J. & Hu, Y., 2013, In: Computational Statistics and Data Analysis. 63, p. 99-112

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

    Scopus citations: 5
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  12. 2012
  13. BOPA: A Bayesian hierarchical model for outlier expression detection

    Hong, Z. & Lian, H., Dec 2012, In: Computational Statistics and Data Analysis. 56, 12, p. 4146-4156

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

    Scopus citations: 2
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  14. Stochastic adaptation of importance sampler

    Lian, H., Dec 2012, In: Statistics. 46, 6, p. 777-785

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

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  15. Variable selection in high-dimensional partly linear additive models

    Lian, H., Dec 2012, In: Journal of Nonparametric Statistics. 24, 4, p. 825-839

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

    Scopus citations: 14
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  16. Variable selection for high-dimensional generalized varying-coefficient models

    Lian, H., Oct 2012, In: Statistica Sinica. 22, 4, p. 1563-1588

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

    Scopus citations: 41
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  17. SCAD-penalised generalised additive models with non-polynomial dimensionality

    Li, G., Xue, L. & Lian, H., Sept 2012, In: Journal of Nonparametric Statistics. 24, 3, p. 681-697

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

    Scopus citations: 6
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  18. On feature selection with principal component analysis for one-class SVM

    Lian, H., 1 Jul 2012, In: Pattern Recognition Letters. 33, 9, p. 1027-1031

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

    Scopus citations: 34
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  19. A note on the consistency of Schwarz's criterion in linear quantile regression with the SCAD penalty

    Lian, H., Jul 2012, In: Statistics and Probability Letters. 82, 7, p. 1224-1228

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

    Scopus citations: 11
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  20. Empirical likelihood confidence intervals for nonparametric functional data analysis

    Lian, H., Jul 2012, In: Journal of Statistical Planning and Inference. 142, 7, p. 1669-1677

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

    Scopus citations: 41
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  21. Identification of Partially Linear Structure in Additive Models with an Application to Gene Expression Prediction from Sequences

    Lian, H., Chen, X. & Yang, J.-Y., Jun 2012, In: Biometrics. 68, 2, p. 437-445

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

    Scopus citations: 22
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  22. Semiparametric estimation for inverse density weighted expectations when responses are missing at random

    Lu, X., Lian, H. & Liu, W., Mar 2012, In: Journal of Nonparametric Statistics. 24, 1, p. 139-152

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

    Scopus citations: 3
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