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.2025.1162802025
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.2025.1161702025
Journal article
Bayesian inference for copy number intra-tumoral heterogeneity from single-cell RNA-sequencing data
DOI: 10.1093/biomtc/ujaf1152025
Journal article
Association rule mining for genome-wide association studies through Gibbs sampling
DOI: 10.1007/s41060-023-00456-y2025
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-AOAS18952018
Research Grant
Towards Designing Complex Networks Resilient to Stealthy Attack and Cascading Failure
RECENT SCHOLARLY WORKS
2025
Journal article
Optimal subset selection for distributed local principal component analysis
DOI: 10.1016/j.physa.2024.1303082025
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_152025
Conference Proceedings
Spatiotemporal Regression and Autoregression for Fusing Satellite Precipitation Data †
DOI: 10.3390/engproc20251010012025
Journal article
Accelerated distributed expectation-maximization algorithms for the parameter estimation in multivariate Gaussian mixture models
DOI: 10.1016/j.apm.2024.1157092025
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