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Email

qguoqi@unimelb.edu.au

Credentials


Position
Associate Professor
School of Mathematics and Statistics
Education
Graduate Certificate
University of Melbourne
PhD
Dalhousie University
Bachelors Degree
University of Science and Technology of China
ORCID

0000-0003-3818-0564

A/Prof Guoqi Qian

Associate Professor
School of Mathematics and Statistics

95 Scholarly works
4 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Distributed loading estimation for general factor model
    DOI: 10.1016/j.apm.2025.116280
  • 2025

    Research contracts (non-grants)

    Chengdu University MOU
  • 2025

    Journal article

    Clusterwise functional linear regression modelling by Gibbs sampler and information criterion
    DOI: 10.1016/j.apm.2025.116170
  • 2025

    Journal article

    Bayesian inference for copy number intra-tumoral heterogeneity from single-cell RNA-sequencing data
    DOI: 10.1093/biomtc/ujaf115
  • 2025

    Journal article

    Association rule mining for genome-wide association studies through Gibbs sampling
    DOI: 10.1007/s41060-023-00456-y
  • 2025

    Journal article

    PERIODOGRAM REGRESSION: A TWO-STAGE MIXED EFFECTS APPROACH FOR MODELLING MULTIPLE INTEGER-VALUED TIME SERIES OF TROPICAL CYCLONE FREQUENCY
    DOI: 10.1214/24-AOAS1895
  • 2018

    Research Grant

    Towards Designing Complex Networks Resilient to Stealthy Attack and Cascading Failure
Guoqi Qian

RECENT SCHOLARLY WORKS

  • 2025

    Journal article

    Optimal subset selection for distributed local principal component analysis
    DOI: 10.1016/j.physa.2024.130308
  • 2025

    Conference Proceedings

    Empirical-Function-Based Time Series Analysis for High-Dimensional Ground Motion Data: A Focus on Nonstationary and Nonlinear Phenomena
    DOI: 10.1007/978-3-031-69750-0_15
  • 2025

    Conference Proceedings

    Spatiotemporal Regression and Autoregression for Fusing Satellite Precipitation Data †
    DOI: 10.3390/engproc2025101001
  • 2025

    Journal article

    Accelerated distributed expectation-maximization algorithms for the parameter estimation in multivariate Gaussian mixture models
    DOI: 10.1016/j.apm.2024.115709
  • 2025

    Journal article

    Displacement residuals reveal landslide regime shifts
    DOI: 10.1007/S10346-024-02353-2

RECENT PROJECTS

  • 2012

    Research Grant

    Complex Statistical Analyses of Genome-Wide Association Studies Related to Breast and Prostate Cancers Using High Performance Supercomputing
  • Research Grant

    Statistical Inference Concerning Model Comparison and Selection for Capture-Recapture Data in Wildlife Population Studies

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