Guoqi Qian

Sun Yat-sen University — China

Mathematics · Physical Sciences

17h-index928citations133works2.32yr avg
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Research Topics

Statistical Methods and Inference(31), Bayesian Methods and Mixture Models(25), Genetic and phenotypic traits in livestock(14), Genetic Associations and Epidemiology(13), Advanced Statistical Methods and Models(13)

Publications133 total

Raindrop size distribution characteristics of summer and autumn tropical cyclones in the South China Sea based on satellite observations
Dynamics of Atmospheres and Oceans·2025
Spatiotemporal Regression and Autoregression for Fusing Satellite Precipitation Data
2025Open Access
Bayesian inference for copy number intra-tumoral heterogeneity from single-cell RNA-sequencing data
Biometrics·2025Open Access
Distributed loading estimation for general factor model
Applied Mathematical Modelling·2025
Clusterwise functional linear regression modelling by Gibbs sampler and information criterion
Applied Mathematical Modelling·2025Open Access
Periodogram regression: A two-stage mixed effects approach for modelling multiple integer-valued time series of tropical cyclone frequency
The Annals of Applied Statistics·2025
Empirical-Function-Based Time Series Analysis for High-Dimensional Ground Motion Data: A Focus on Nonstationary and Nonlinear Phenomena
Contributions to statistics·2025
Distributed Regression Imputation for Distributed Cluster-Type Missing Data
SSRN Electronic Journal·2025Open Access
Optimal subset selection for distributed local principal component analysis
Physica A Statistical Mechanics and its Applications·2024· 6 cited
Accelerated distributed expectation-maximization algorithms for the parameter estimation in multivariate Gaussian mixture models
Applied Mathematical Modelling·2024· 12 cited
Displacement residuals reveal landslide regime shifts
Landslides·2024· 6 citedOpen Access
Modelling Explosive Nonstationarity of Ground Motion Shows Potential for Landslide Early Warning
2024Open Access
A Global Deep Learning Perspective on Australia-Wide Monthly Precipitation Prediction
2024Open Access
ORKM: Online regularized K-means clustering for online multi-view data
Information Sciences·2024· 7 cited
Clustering Longitudinal Data for Growth Curve Modelling by Gibbs Sampler and Information Criterion
Journal of Classification·2024· 1 citedOpen Access
Landslide Regime Shift Detector (LRSD) for Landslide Early Warning Systems
2024· 1 citedOpen Access
Augmented Intelligence Forecasting and What-If-Scenario Analytics With Quantified Uncertainty for Big Real-Time Slope Monitoring Data
IEEE Transactions on Geoscience and Remote Sensing·2024· 8 cited
Optimal Subset Selection for Distributed Local Principal Component Analysis
SSRN Electronic Journal·2024Open Access
Bayesian inference for copy number intra-tumoral heterogeneity from single-cell RNA-sequencing data
2023Open Access
Association rule mining for genome-wide association studies through Gibbs sampling
International Journal of Data Science and Analytics·2023· 1 citedOpen Access
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Frequent Co-authors

Guangbao Guo(10), Yuehua Wu(6), Yuriy Kuleshov(4), John L. Hopper(4), Antoinette Tordesillas(4), Jasper S. Wijnands(3), Daniel F. Schmidt(3), Enes Makalic(3), Qian Wang(3), George Xianzhi Yuan(3), Di Lan(3), Yudi Gu(3), Chengyu Li(2), Hans R. Künsch(2), Chris Field(2), Wenjie You(2), Wei Shao(2), María C. Bueso(2), J. M. Angulo(2), Zemei Xu(2)