Journal of Multivariate Analysis

Journal of Multivariate Analysis

ISSNs: 0047-259X

Additional searchable ISSN (Electronic): 1095-7243

Academic Press, United States

Scopus rating (2020): CiteScore 2.2 SJR 1.283 SNIP 1.428

Journal

Journal Metrics

Research Output

  1. 2021
  2. Online 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 journalpeer-review

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  3. 2020
  4. 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 journalpeer-review

    Scopus citations: 1
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  5. 2019
  6. Published

    Rank reduction for high-dimensional generalized additive models

    Lin, H., Lian, H. & Liang, H., Sep 2019, In: Journal of Multivariate Analysis. 173, p. 672-684

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

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  7. 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. 296-314

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

    Scopus citations: 11
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  8. 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 journalpeer-review

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  9. 2018
  10. 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 journalpeer-review

    Scopus citations: 1
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  11. 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 journalpeer-review

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  12. 2017
  13. 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 journalpeer-review

    Scopus citations: 7
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  14. 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 journalpeer-review

    Scopus citations: 2
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  15. 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. 133-150

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

    Scopus citations: 12
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  16. 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 journalpeer-review

    Scopus citations: 2
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  17. 2016
  18. 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 journalpeer-review

    Scopus citations: 2
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  19. 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 journalpeer-review

    Scopus citations: 1
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  20. 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 journalpeer-review

    Scopus citations: 9
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  21. 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 journalpeer-review

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  22. 2015
  23. 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 journalpeer-review

    Scopus citations: 2
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  24. 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 journalpeer-review

    Scopus citations: 13
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  25. 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 journalpeer-review

    Scopus citations: 4
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  26. 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 journalpeer-review

    Scopus citations: 5
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  27. 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 journalpeer-review

    Scopus citations: 3
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