Computational Statistics and Data Analysis

Computational Statistics and Data Analysis

ISSNs: 0167-9473

Additional searchable ISSN (electronic): 1872-7352

Elsevier BV, Netherlands

Scopus rating (2023): CiteScore 3.7 SJR 1.008 SNIP 1.42

Journal

Journal Metrics
1 - 20 out of 60Page size: 20

Research Output

  1. 2023
  2. Published

    Communication-efficient estimation of quantile matrix regression for massive datasets

    Yang, Y., Wang, L., Liu, J., Li, R. & Lian, H., Nov 2023, In: Computational Statistics and Data Analysis. 187, 107812.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  3. Published

    Semiparametric function-on-function quantile regression model with dynamic single-index interactions

    Zhu, H., Zhang, Y., Li, Y. & Lian, H., Jun 2023, In: Computational Statistics and Data Analysis. 182, 107727.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  4. Nonparametric inference on smoothed quantile regression process

    Hao, M., Lin, Y., Shen, G. & Su, W., Mar 2023, In: Computational Statistics and Data Analysis. 179, 107645.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  5. 2022
  6. Published

    A rank-based high-dimensional test for equality of mean vectors

    Ouyang, Y., Liu, J., Tong, T. & Xu, W., Sept 2022, In: Computational Statistics and Data Analysis. 173, 107495.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  7. 2020
  8. Published

    A reproducing kernel Hilbert space approach to high dimensional partially varying coefficient model

    Lv, S., Fan, Z., Lian, H., Suzuki, T. & Fukumizu, K., Dec 2020, In: Computational Statistics and Data Analysis. 152, 107039.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  9. Published

    A nested copula duration model for competing risks with multiple spells

    Lo, S. M. S., Mammen, E. & Wilke, R., Oct 2020, In: Computational Statistics and Data Analysis. 150, 106986.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 12
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  10. Published

    Partially functional linear regression in reproducing kernel Hilbert spaces

    Cui, X., Lin, H. & Lian, H., Oct 2020, In: Computational Statistics and Data Analysis. 150, 106978.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 13
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  11. Published

    Quantile regression in big data: A divide and conquer based strategy

    Chen, L. & Zhou, Y., Apr 2020, In: Computational Statistics and Data Analysis. 144, 106892.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 44
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  12. 2019

  13. Efficient inference for nonlinear state space models: An automatic sample size selection rule

    Cheng, J. & Chan, N. H., Oct 2019, In: Computational Statistics and Data Analysis. 138, p. 143-154

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  14. Published

    Estimation for single-index models via martingale difference divergence

    Liu, J., Xu, P. & Lian, H., Sept 2019, In: Computational Statistics and Data Analysis. 137, p. 271-284

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 5
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  15. Published

    Regression adjustment for treatment effect with multicollinearity in high dimensions

    Yue, L., Li, G., Lian, H. & Wan, X., Jun 2019, In: Computational Statistics and Data Analysis. 134, p. 17-35

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 14
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  16. Published

    Pursuit of dynamic structure in quantile additive models with longitudinal data

    Cui, X., Zhao, W., Lian, H. & Liang, H., Feb 2019, In: Computational Statistics and Data Analysis. 130, p. 42-60

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  17. Robust tests for gene–environment interaction in case-control and case-only designs

    Zang, Y., Fung, W. K., Cao, S., Ng, H. K. T. & Zhang, C., Jan 2019, In: Computational Statistics and Data Analysis. 129, p. 79-92

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  18. 2018

  19. Factor-adjusted multiple testing of correlations

    Du, L., Lan, W., Luo, R. & Zhong, P., Dec 2018, In: Computational Statistics and Data Analysis. 128, p. 34-47

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  20. Published

    A principal varying-coefficient model for quantile regression: Joint variable selection and dimension reduction

    Zhao, W., Jiang, X. & Lian, H., Nov 2018, In: Computational Statistics and Data Analysis. 127, p. 269-280

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 8
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  21. Published

    Asymptotic null distribution of the modified likelihood ratio test for homogeneity in finite mixture models

    Wong, T. S. T., Lam, K. F. & Zhao, V. X., Nov 2018, In: Computational Statistics and Data Analysis. 127, p. 248-257

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 7
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  22. Published

    Optimal designs for dose–response models with linear effects of covariates

    Yu, J., Kong, X., Ai, M. & Tsui, K. L., Nov 2018, In: Computational Statistics and Data Analysis. 127, p. 217-228

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  23. Published

    Time-varying quantile single-index model for multivariate responses

    Zhao, W., Zhou, Y. & Lian, H., Nov 2018, In: Computational Statistics and Data Analysis. 127, p. 32-49

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  24. Approximate nonparametric maximum likelihood for mixture models: A convex optimization approach to fitting arbitrary multivariate mixing distributions

    Feng, L. & Dicker, L. H., Jun 2018, In: Computational Statistics and Data Analysis. 122, p. 80-91

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 13
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  25. Published

    Estimation and testing for time-varying quantile single-index models with longitudinal data

    Li, J., Lian, H., Jiang, X. & Song, X., Feb 2018, In: Computational Statistics and Data Analysis. 118, p. 66-83

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 7
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