College of Computing

Department of Biostatistics

Organisational unit: Academic Departments

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Latest Publications

  1. Published
    A unified framework for cell-type-specific eQTL prioritization by integrating bulk and scRNA-seq data
    Yu, X., Hu, X., Wan, X., Zhang, Z., Wan, X., Cai, M. & Yu, T. & 1 others, Xiao, J., 6 Feb 2025, In: American Journal of Human Genetics. 112, 2, p. 332-352

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

  2. Published
    Multivariate proteome-wide association study to identify causal proteins for Alzheimer disease
    Fang, L., Xue, H., Lin, Z. & Pan, W., 6 Feb 2025, In: The American Journal of Human Genetics. 112, 2, p. 291-300

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

  3. Published
    Funmap: integrating high-dimensional functional annotations to improve fine-mapping
    Li, Y., Xiao, J., Ming, J., Zeng, Y. & Cai, M., Jan 2025, In: Bioinformatics. 41, 1, btaf017.

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

  4. Published
    Self-normalized inference for stationarity of irregular spatial data
    Hu, R., Chan, N.-H. & Zhang, R., Jan 2025, In: Journal of Statistical Planning and Inference. 234, 106191.

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

  5. Online published
    Coefficient Shape Alignment in Multiple Functional Linear Regression
    Jiao, S. & Chan, N.-H., 4 Nov 2024, (Online published) In: Journal of the American Statistical Association. 29 p.

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

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Most downloaded

  1. Downloads 160
    AN ADAPTIVE WEIGHTED COMPONENT TEST FOR HIGH-DIMENSIONAL MEANS
    Qu, Y., Shu, L. & Xu, J., Oct 2024, In: Statistica Sinica. 34, 4, p. 1951-1971

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

  2. Downloads 159
    PENALIZED JACKKNIFE EMPIRICAL LIKELIHOOD IN HIGH DIMENSIONS
    Li, Z., Xu, J., Zhao, N. & Zhou, W., May 2023, In: Statistica Sinica. 33, p. 1219-1232

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

  3. Downloads 91
    Global, Regional, and National Prevalence of Gout From 1990 to 2019: Age-Period-Cohort Analysis With Future Burden Prediction
    He, Q. (Co-first Author), Mok, T.-N. (Co-first Author), Sin, T.-H. (Co-first Author), Yin, J., Li, S., Yin, Y. & Ming, W.-K. (Co-first Author) & 1 others, Feng, B. (Co-first Author), 2023, In: JMIR Public Health and Surveillance. 9, e45943.

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

    Scopus citations: 38
  4. Downloads 76
    Filtrated Common Functional Principal Component Analysis of Multigroup Functional Data
    JIAO, S., FROSTIG, R. & OMBAO, H., Jun 2024, In: The Annals of Applied Statistics. 18, 2, p. 1160-1177

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

    Scopus citations: 3
  5. Downloads 64
    Efficient algorithms for survival data with multiple outcomes using the frailty model
    Huang, X., Xu, J. & Zhou, Y., Jan 2023, In: Statistical Methods in Medical Research. 32, 1, p. 118-132

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

    Scopus citations: 2

Most Cited

  1. Integrating spatial and single-cell transcriptomics data using deep generative models with SpatialScope
    Wan, X., Xiao, J., Tam, S. S. T., Cai, M., Sugimura, R., Wang, Y. & Wan, X. & 3 others, Lin, Z., Wu, A. R. & Yang, C., 2023, In: Nature Communications. 14, 7848.

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

    Scopus citations: 39
  2. Global, Regional, and National Prevalence of Gout From 1990 to 2019: Age-Period-Cohort Analysis With Future Burden Prediction
    He, Q. (Co-first Author), Mok, T.-N. (Co-first Author), Sin, T.-H. (Co-first Author), Yin, J., Li, S., Yin, Y. & Ming, W.-K. (Co-first Author) & 1 others, Feng, B. (Co-first Author), 2023, In: JMIR Public Health and Surveillance. 9, e45943.

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

    Scopus citations: 38
  3. MendelianRandomization v0.9.0: updates to an R package for performing Mendelian randomization analyses using summarized data
    Patel, A., Ye, T., Xue, H., Lin, Z., Xu, S., Woolf, B. & Mason, A. M. & 1 others, Burgess, S., 2023, In: Wellcome Open Research. 8, 449.

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

    Scopus citations: 28
  4. XMAP: Cross-population fine-mapping by leveraging genetic diversity and accounting for confounding bias
    Cai, M., Wang, Z., Xiao, J., Hu, X., Chen, G. & Yang, C., 2023, In: Nature Communications. 14, 1, 6870.

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

    Scopus citations: 9
  5. Benchmarking Mendelian randomization methods for causal inference using genome-wide association study summary statistics
    Hu, X., Cai, M., Xiao, J., Wan, X., Wang, Z., Zhao, H. & Yang, C., 8 Aug 2024, In: American Journal of Human Genetics. 111, 8, p. 1717-1735

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

    Scopus citations: 8

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