Journal of Multivariate Analysis
Journal of Multivariate Analysis
ISSNs: 0047-259X
Additional searchable ISSN (Electronic): 1095-7243
Academic Press, United States
Scopus rating (2021): CiteScore 2.4 SJR 1.04 SNIP 1.327
Journal
Research Output
- 2022
- Published
A generalized Wilcoxon–Mann–Whitney type test for multivariate data through pairwise distance
Liu, J., Ma, S., Xu, W. & Zhu, L., Jul 2022, In: Journal of Multivariate Analysis. 190, 104946.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Optimal model averaging for multivariate regression models
Liao, J., Wan, A. T. K., He, S. & Zou, G., May 2022, In: Journal of Multivariate Analysis. 189, 104858.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2020
- Published
Nonlinear functional canonical correlation analysis via distance covariance
Zhu, H., Li, R., Zhang, R. & Lian, H., Nov 2020, In: Journal of Multivariate Analysis. 180, 15 p., 104662.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - 2019
- Published
Rank reduction for high-dimensional generalized additive models
Lin, H., Lian, H. & Liang, H., Sep 2019, In: Journal of Multivariate Analysis. 173, p. 672-684Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Estimation and testing for partially functional linear errors-in-variables models
Zhu, H., Zhang, R., Yu, Z., Lian, H. & Liu, Y., Mar 2019, In: Journal of Multivariate Analysis. 170, p. 296-314Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 20 - Published
Reduced rank modeling for functional regression with functional responses
Lin, H., Jiang, X., Lian, H. & Zhang, W., Jan 2019, In: Journal of Multivariate Analysis. 169, p. 205-217Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2018
- Published
On the sign consistency of the Lasso for the high-dimensional Cox model
Lv, S., You, M., Lin, H., Lian, H. & Huang, J., Sep 2018, In: Journal of Multivariate Analysis. 167, p. 79-96Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Estimation and model identification of longitudinal data time-varying nonparametric models
Liu, S., You, J. & Lian, H., 1 Apr 2017, In: Journal of Multivariate Analysis. 156, p. 116-136Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models
Li, Y., Li, G., Lian, H. & Tong, T., Mar 2017, In: Journal of Multivariate Analysis. 155, p. 133-150Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Quantile index coefficient model with variable selection
Zhao, W. & Lian, H., 1 Feb 2017, In: Journal of Multivariate Analysis. 154, p. 40-58Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3 - 2016
Minimax convergence rates for kernel CCA
Fan, Z. & Lian, H., 1 Sep 2016, In: Journal of Multivariate Analysis. 150, p. 183-190Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2Nonconvex penalized reduced rank regression and its oracle properties in high dimensions
Lian, H. & Kim, Y., 1 Jan 2016, In: Journal of Multivariate Analysis. 143, p. 383-393Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1Separation 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 9Posterior 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, 22, 62) › 21_Publication in refereed journal › peer-review
- 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3Minimax prediction for functional linear regression with functional responses in reproducing kernel Hilbert spaces
Lian, H., 1 Sep 2015, In: Journal of Multivariate Analysis. 140, p. 395-402Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 15Quantile 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6Spline 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6