College of Computing

Department of Biostatistics

Organisational unit: Academic Departments

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Latest Publications

  1. Online published
    Concurrent Functional Linear Regression Via Plug-in Empirical Likelihood
    Chang, H. & McKeague, I. W., 2 Sept 2024, (Online published) In: Sankhya A.

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

  2. Published
    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: 1
  3. Published
    KnockoffHybrid: A knockoff framework for hybrid analysis of trio and population designs in genome-wide association studies
    Yang, Y., Wang, Q., Wang, C., Buxbaum, J. & Ionita-Laza, I., 11 Jul 2024, In: American Journal of Human Genetics. 111, 7, p. 1448-1461 14 p.

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

  4. Published
    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. Online published
    Self-normalized inference for stationarity of irregular spatial data
    Hu, R., Chan, N. & 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

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Most downloaded

  1. Downloads 111
    AN ADAPTIVE WEIGHTED COMPONENT TEST FOR HIGH-DIMENSIONAL MEANS
    Qu, Y., Shu, L. & Xu, J., 2023, (Accepted/In press/Filed) In: Statistica Sinica.

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

  2. Downloads 108
    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 63
    Global, Regional, and National Prevalence of Gout From 1990 to 2019: Age-Period-Cohort Analysis With Future Burden Prediction
    He, Q., Mok, T., Sin, T., Yin, J., Li, S., Yin, Y., Ming, W., & 1 othersFeng, B., 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: 15
  4. Downloads 58
    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

  5. Downloads 38
    PALM: a powerful and adaptive latent model for prioritizing risk variants with functional annotations
    Yu, X., Xiao, J., Cai, M., Jiao, Y., Wan, X., Liu, J. & Yang, C., Feb 2023, In: Bioinformatics. 39, 2, btad068.

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

    Scopus citations: 1

Most Cited

  1. 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 othersBurgess, S., 2023, In: Wellcome Open Research. 8, 449.

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

    Scopus citations: 16
  2. Global, Regional, and National Prevalence of Gout From 1990 to 2019: Age-Period-Cohort Analysis With Future Burden Prediction
    He, Q., Mok, T., Sin, T., Yin, J., Li, S., Yin, Y., Ming, W., & 1 othersFeng, B., 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: 15
  3. 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 othersLin, 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: 13
  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: 4
  5. 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

View all