Prof. LIAN Heng (練恒)
Research Output
- 2012
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. 422-432Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 32Gaussian process single-index models as emulators for computer experiments
Gramacy, R. B. & Lian, H., Feb 2012, In: Technometrics. 54, 1, p. 30-41Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 47Shrinkage estimation for identification of linear components in additive models
Lian, H., Feb 2012, In: Statistics and Probability Letters. 82, 2, p. 225-231Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15Time-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. 58-67Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6A note on conditional Akaike information for Poisson regression with random effects
Lian, H., 2012, In: Electronic Journal of Statistics. 6, p. 1-9Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15Bayesian quantile regression for longitudinal data models
Luo, Y., Lian, H. & Tian, M., 2012, In: Journal of Statistical Computation and Simulation. 82, 11, p. 1635-1649Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 51Convergence of nonparametric functional regression estimates with functional responses
Lian, H., 2012, In: Electronic Journal of Statistics. 6, p. 1373-1391Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11Semiparametric estimation of additive quantile regression models by two-fold penalty
Lian, H., 2012, In: Journal of Business and Economic Statistics. 30, 3, p. 337-350Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 37- 2011
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. 165-167Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26Semi-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. 1166-1174Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 21Shrinkage tuning parameter selection in precision matrices estimation
Lian, H., Aug 2011, In: Journal of Statistical Planning and Inference. 141, 8, p. 2839-2848Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 28On efficient estimators of two seemingly unrelated regressions
Wang, L., Lian, H. & Singh, R. S., May 2011, In: Statistics and Probability Letters. 81, 5, p. 563-570Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12Functional partial linear model
Lian, H., Mar 2011, In: Journal of Nonparametric Statistics. 23, 1, p. 115-128Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 69Inference 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. 1768-1779Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11On posterior distribution of Bayesian wavelet thresholding
Lian, H., Jan 2011, In: Journal of Statistical Planning and Inference. 141, 1, p. 318-324Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10Convergence of functional k-nearest neighbor regression estimate with functional responses
Lian, H., 2011, In: Electronic Journal of Statistics. 5, p. 31-40Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 50- 2010
Sparse Bayesian hierarchical modeling of high-dimensional clustering problems
Lian, H., Aug 2010, In: Journal of Multivariate Analysis. 101, 7, p. 1728-1737Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5Total 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. 2609-2619Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35Posterior convergence and model estimation in bayesian change-point problems
Lian, H., 2010, In: Electronic Journal of Statistics. 4, p. 239-253Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4- 2009
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. 4635-4645Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17