Journal of Multivariate Analysis

Journal of Multivariate Analysis

ISSNs: 0047-259X

Additional searchable ISSN (Electronic): 1095-7243

Academic Press, United States

Scopus rating (2022): CiteScore 2.6 SJR 1.167 SNIP 1.641

Journal

Journal Metrics

Research Output

  1. 2024
  2. Published

    Statistical performance of quantile tensor regression with convex regularization

    Lu, W., Zhu, Z., Li, R. & Lian, H., Mar 2024, In: Journal of Multivariate Analysis. 200, 105249.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. 2023
  4. Published

    False Discovery Rate Approach to Dynamic Change Detection

    Du, L. & Wen, M., Nov 2023, In: Journal of Multivariate Analysis. 198, 19 p., 105224.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  5. Published

    Functional additive expectile regression in the reproducing kernel Hilbert space

    Liu, Y., Peng, L., Liu, Q., Lian, H. & Liu, X., Nov 2023, In: Journal of Multivariate Analysis. 198, 105214.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  6. Published

    Nonparametric testing for the specification of spatial trend functions

    Zhang, R., Chan, N. H. & Chi, C., Jul 2023, In: Journal of Multivariate Analysis. 196, 105180.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  7. Published

    Semiparametric penalized quadratic inference functions for longitudinal data in ultra-high dimensions

    Green, B., Lian, H., Yu, Y. & Zu, T., Jul 2023, In: Journal of Multivariate Analysis. 196, 105175.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  8. Published

    Penalized Whittle likelihood for spatial data

    Chen, K., Chan, N. H., Yau, C. Y. & Hu, J., May 2023, In: Journal of Multivariate Analysis. 195, 105156.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  9. 2022
  10. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  11. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  12. 2020
  13. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  14. 2019
  15. Published

    Rank reduction for high-dimensional generalized additive models

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  16. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 24
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  17. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

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  18. 2018
  19. Published

    On the sign consistency of the Lasso for the high-dimensional Cox model

    Lv, S., You, M., Lin, H., Lian, H. & Huang, J., Sept 2018, In: Journal of Multivariate Analysis. 167, p. 79-96

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 3
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  20. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  21. 2017
  22. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
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  23. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  24. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 18
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  25. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  26. 2016
  27. Minimax convergence rates for kernel CCA

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

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  28. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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