Journal of Multivariate Analysis
Journal of Multivariate Analysis
ISSNs: 0047-259X
Additional searchable ISSN (electronic): 1095-7243
Academic Press, United States
Scopus rating (2023): CiteScore 2.4 SJR 0.837 SNIP 1.169
Journal
Research Output
- 2016
Separation of linear and index covariates in partially linear single-index models
Lian, H. & Liang, H., 1 Jan 2016, In: Journal of Multivariate Analysis. 143, p. 56-70Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12Posterior convergence for Bayesian functional linear regression
Lian, H., Choi, T., Meng, J. & Jo, S., 2016, In: Journal of Multivariate Analysis. 150, p. 27-41Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1- 2015
Simultaneous estimation of linear conditional quantiles with penalized splines
Lian, H., Meng, J. & Fan, Z., 1 Oct 2015, In: Journal of Multivariate Analysis. 141, p. 1-21Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6Minimax prediction for functional linear regression with functional responses in reproducing kernel Hilbert spaces
Lian, H., 1 Sept 2015, In: Journal of Multivariate Analysis. 140, p. 395-402Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 18Quantile regression for dynamic partially linear varying coefficient time series models
Lian, H., 4 Jul 2015, In: Journal of Multivariate Analysis. 141, p. 49-66Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models
Lian, H., Meng, J. & Zhao, K., 4 Jul 2015, In: Journal of Multivariate Analysis. 141, p. 81-103Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6Parametric and semiparametric reduced-rank regression with flexible sparsity
Lian, H., Feng, S. & Zhao, K., 1 Apr 2015, In: Journal of Multivariate Analysis. 136, p. 163-174Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4- 2014
SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part
Lian, H., Li, J. & Tang, X., Mar 2014, In: Journal of Multivariate Analysis. 125, p. 50-64Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4Series expansion for functional sufficient dimension reduction
Lian, H. & Li, G., Feb 2014, In: Journal of Multivariate Analysis. 124, p. 150-165Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 38Semiparametric bayesian information criterion for model selection in ultra-high dimensional additive models
Lian, H., Jan 2014, In: Journal of Multivariate Analysis. 123, p. 304-310Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7- 2013
Empirical likelihood for partially linear proportional hazards models with growing dimensions
Tang, X., Li, J. & Lian, H., Oct 2013, In: Journal of Multivariate Analysis. 121, p. 22-32Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9Limit theory of quadratic forms of long-memory linear processes with heavy-tailed GARCH innovations
Chan, N. H. & Zhang, R.-M., Sept 2013, In: Journal of Multivariate Analysis. 120, p. 18-33Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1Quadratic 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: 23Sparse-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: 7- Published
Information based model selection criteria for generalized linear mixed models with unknown variance component parameters
Yu, D., Zhang, X. & Yau, K. K. W., Apr 2013, In: Journal of Multivariate Analysis. 116, p. 245-262Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - 2012
Root-n estimability of some missing data models
Yuan, A., Xu, J. & Zheng, G., Apr 2012, In: Journal of Multivariate Analysis. 106, p. 147-166Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1Semiparametric likelihood estimation in survival models with informative censoring
Lu, Z. & Zhang, W., Apr 2012, In: Journal of Multivariate Analysis. 106, p. 187-211Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6Bias-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: 32Time-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: 6- 2011
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. 1166-1174Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 21