Prof. LIAN Heng (練恒)
Research Output
- 2013
Bayesian quantile regression for single-index models
Hu, Y., Gramacy, R. B. & Lian, H., Jul 2013, In: Statistics and Computing. 23, 4, p. 437-454Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 36Quadratic 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. 115-127Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 23LETTER TO THE EDITOR
HU, Y., TIAN, Y. & LIAN, H., Jun 2013, In: Annals of Applied Statistics. 7, 2, p. 1244-1246Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Partially linear structure selection in cox models with varying coefficients
Lian, H., Lai, P. & Liang, H., Jun 2013, In: Biometrics. 69, 2, p. 348-357Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16Semiparametric 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. 1595-1602Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6Sparse-smooth regularized singular value decomposition
Hong, Z. & Lian, H., May 2013, In: Journal of Multivariate Analysis. 117, p. 163-174Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7Shrinkage estimation and selection for multiple functional regression
Lian, H., Jan 2013, In: Statistica Sinica. 23, 1, p. 51-74Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 39Variable 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. 61-69Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12Automatic variable selection for longitudinal generalized linear models
Li, G., Lian, H., Feng, S. & Zhu, L., 2013, In: Computational Statistics and Data Analysis. 61, p. 174-186Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 23Shrinkage 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. 99-112Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5- 2012
BOPA: A Bayesian hierarchical model for outlier expression detection
Hong, Z. & Lian, H., Dec 2012, In: Computational Statistics and Data Analysis. 56, 12, p. 4146-4156Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2Stochastic adaptation of importance sampler
Lian, H., Dec 2012, In: Statistics. 46, 6, p. 777-785Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Variable selection in high-dimensional partly linear additive models
Lian, H., Dec 2012, In: Journal of Nonparametric Statistics. 24, 4, p. 825-839Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14Variable selection for high-dimensional generalized varying-coefficient models
Lian, H., Oct 2012, In: Statistica Sinica. 22, 4, p. 1563-1588Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 41SCAD-penalised generalised additive models with non-polynomial dimensionality
Li, G., Xue, L. & Lian, H., Sept 2012, In: Journal of Nonparametric Statistics. 24, 3, p. 681-697Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6On feature selection with principal component analysis for one-class SVM
Lian, H., 1 Jul 2012, In: Pattern Recognition Letters. 33, 9, p. 1027-1031Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 34A 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. 1224-1228Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11Empirical likelihood confidence intervals for nonparametric functional data analysis
Lian, H., Jul 2012, In: Journal of Statistical Planning and Inference. 142, 7, p. 1669-1677Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 41Identification 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. 437-445Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 22Semiparametric 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. 139-152Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3