Prof. LIAN Heng (練恒)
Research Output
- 2018
- Published
A generalized partially linear framework for variance functions
Fang, Y., Lian, H. & Liang, H., Oct 2018, In: Annals of the Institute of Statistical Mathematics. 70, 5, p. 1147-1175Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
On the sign consistency of the Lasso for the high-dimensional Cox model
Lv, S., You, M., Lin, H., Lian, H. & Huang, J., Sept 2018, In: Journal of Multivariate Analysis. 167, p. 79-96Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Online published
Simpler proofs for functional sliced inverse regression
Cui, X. & Lian, H., 23 Aug 2018, (Online published) In: Stat. 7, 1Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Divide-and-Conquer for Debiased l1-norm Support Vector Machine in Ultra-high Dimensions
Lian, H. & Fan, Z., Aug 2018, In: Journal of Machine Learning Research. 18, 182.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 32 - Published
Interval estimation for a proportion using a double-sampling scheme with two fallible classifiers
Qiu, S.-F., Lian, H., Zou, G. & Zeng, X.-S., Aug 2018, In: Statistical Methods in Medical Research. 27, 8, p. 2478-2503Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
Adaptive varying-coefficient linear quantile model: a profiled estimating equations approach
Zhao, W., Li, J. & Lian, H., Jun 2018, In: Annals of the Institute of Statistical Mathematics. 70, 3, p. 553-582Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Partially Linear Additive Models with Unknown Link Functions
Zhang, J. & Lian, H., Jun 2018, In: Scandinavian Journal of Statistics. 45, 2, p. 255-282Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Oracle inequalities for sparse additive quantile regression in reproducing kernel Hilbert space
Lv, S., Lin, H., Lian, H. & Huang, J., Apr 2018, In: Annals of Statistics. 46, 2, p. 781-813Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 47 - Published
A partially linear additive model for clustered proportion data
Zhao, W., Lian, H. & Bandyopadhyay, D., 15 Mar 2018, In: Statistics in Medicine. 37, 6, p. 1009-1030Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Greedy forward regression for variable screening
Cheng, M.-Y., Feng, S., Li, G. & Lian, H., Mar 2018, In: Australian and New Zealand Journal of Statistics. 60, 1, p. 20-42Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Quantile regression for additive coefficient models in high dimensions
Fan, Z. & Lian, H., Mar 2018, In: Journal of Multivariate Analysis. 164, p. 54-64Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Estimation and testing for time-varying quantile single-index models with longitudinal data
Li, J., Lian, H., Jiang, X. & Song, X., Feb 2018, In: Computational Statistics and Data Analysis. 118, p. 66-83Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Dimensionality Reduction and Variable Selection in Multivariate Varying-Coefficient Models With a Large Number of Covariates
He, K., Lian, H., Ma, S. & Huang, J. Z., 2018, In: Journal of the American Statistical Association. 113, 522, p. 746-754Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
Robust estimation and model identification for longitudinal data varying-coefficient model
Liu, S. & Lian, H., 2018, In: Communications in Statistics - Theory and Methods. 47, 11, p. 2701-2719Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Sparse Bayesian variable selection for classifying high-dimensional data
Yang, A., Lian, H., Jiang, X. & Liu, P., 2018, In: Statistics and its Interface. 11, 2, p. 385-395Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - 2017
- Published
Estimation and variable selection for quantile partially linear single-index models
Zhang, Y., Lian, H. & Yu, Y., Nov 2017, In: Journal of Multivariate Analysis. 162, p. 215-234Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 18 - Published
GEE analysis for longitudinal single-index quantile regression
Zhao, W., Lian, H. & Liang, H., 1 Aug 2017, In: Journal of Statistical Planning and Inference. 187, p. 78-102Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 18 Quantile regression for the single-index coefficient model
Zhao, W., Lian, H. & Liang, H., 1 Aug 2017, In: Bernoulli. 23, 3, p. 1997-2027Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16- Published
Interquantile shrinkage in additive models
Fan, Z. & Lian, H., 3 Jul 2017, In: Journal of Nonparametric Statistics. 29, 3, p. 561-576Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Composite quantile regression for correlated data
Zhao, W., Lian, H. & Song, X., May 2017, In: Computational Statistics and Data Analysis. 109, p. 15-33Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 23
