Journal of Multivariate Analysis

Journal of Multivariate Analysis

ISSNs: 0047-259X

Additional searchable ISSN (Electronic): 1095-7243

Academic Press, United States

Scopus rating (2017): CiteScore 1.05 SJR 1.391 SNIP 1.14

Journal

Journal Metrics

Research Output

  1. 2019
  2. 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. 205-217

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  3. 2018
  4. 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. 79-96

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  5. Published

    Quantile regression for additive coefficient models in high dimensions

    Fan, Z. & Lian, H., Mar 2018, In : Journal of Multivariate Analysis. 164, p. 54-64

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  6. 2017
  7. 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. 215-234

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

    Scopus citations: 1
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  8. 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. 116-136

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  9. Published

    Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models

    Li, Y., Li, G., Lian, H. & Tong, T., 1 Mar 2017, In : Journal of Multivariate Analysis. 155, p. 133-150

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  10. Published

    Quantile index coefficient model with variable selection

    Zhao, W. & Lian, H., 1 Feb 2017, In : Journal of Multivariate Analysis. 154, p. 40-58

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  11. 2016
  12. Minimax convergence rates for kernel CCA

    Fan, Z. & Lian, H., 1 Sep 2016, In : Journal of Multivariate Analysis. 150, p. 183-190

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  13. Nonconvex 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. 383-393

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  14. 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. 56-70

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  15. Posterior convergence for Bayesian functional linear regression

    Lian, H., Choi, T., Meng, J. & Jo, S., 2016, In : Journal of Multivariate Analysis. 150, p. 27-41

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  16. 2015
  17. 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. 1-21

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  18. Minimax 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. 395-402

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

    Scopus citations: 1
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  19. Quantile regression for dynamic partially linear varying coefficient time series models

    Lian, H., 4 Jul 2015, In : Journal of Multivariate Analysis. 141, p. 49-66

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  20. Spline 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. 81-103

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  21. Parametric and semiparametric reduced-rank regression with flexible sparsity

    Lian, H., Feng, S. & Zhao, K., 1 Apr 2015, In : Journal of Multivariate Analysis. 136, p. 163-174

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

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  22. 2014
  23. 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. 50-64

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

    Scopus citations: 2
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  24. Series expansion for functional sufficient dimension reduction

    Lian, H. & Li, G., Feb 2014, In : Journal of Multivariate Analysis. 124, p. 150-165

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

    Scopus citations: 12
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  25. Semiparametric bayesian information criterion for model selection in ultra-high dimensional additive models

    Lian, H., Jan 2014, In : Journal of Multivariate Analysis. 123, p. 304-310

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

    Scopus citations: 3
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  26. 2013
  27. 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. 22-32

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

    Scopus citations: 5
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