All Stories

  1. Distributed online expectation-maximization algorithm for Poisson mixture model

    Article • Applied Mathematical Modelling, December 2023, Elsevier

    Dr Guoqi Qian

  2. Generating Dynamic Kernels via Transformers for Lane Detection

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Guoqi Qian

  3. Modelling High-Dimensional Time Series with Nonlinear and Nonstationary Phenomena for Landslide Early Warning and Forecasting

    Article • June 2023, MDPI AG

    Dr Guoqi Qian

  4. Statistical Haplotypes Based on Functional Sequence Data Analysis for Genome-Wide Association Studies

    Article • June 2023, MDPI AG

    Dr Guoqi Qian

  5. Online Hybrid Neural Network for Stock Price Prediction: A Case Study of High-Frequency Stock Trading in the Chinese Market

    Article • Econometrics, May 2023, MDPI AG

    Dr Guoqi Qian

  6. Online Hybrid Neural Network for Stock Prices Prediction: A Case Study of High-frequency Stock Trading in China Market

    Article • February 2023, MDPI AG

    Dr Guoqi Qian

  7. Analyzing Error Bounds for Seasonal-Trend Decomposition of Antarctica Temperature Time Series Involving Missing Data

    Article • Atmosphere, January 2023, MDPI AG

    Dr Guoqi Qian

  8. Stock Price Prediction Using a Frequency Decomposition Based GRU Transformer Neural Network

    Article • Applied Sciences, December 2022, MDPI AG

    Dr Guoqi Qian

  9. Improving Methodology for Tropical Cyclone Seasonal Forecasting in the Australian and the South Pacific Ocean Regions by Selecting and Averaging Models via Metropolis–Gibbs Sampling

    Article • Remote Sensing, November 2022, MDPI AG

    Dr Guoqi Qian

  10. Sparse online principal component analysis for parameter estimation in factor model

    Article • Computational Statistics, August 2022, Springer Science + Business Media

    Dr Guoqi Qian

  11. LIC criterion for optimal subset selection in distributed interval estimation

    Article • Journal of Applied Statistics, March 2022, Taylor & Francis

    Dr Guoqi Qian

  12. Landslide Forecast by Time Series Modeling and Analysis of High-Dimensional and Non-Stationary Ground Motion Data

    Article • Forecasting, November 2021, MDPI AG

    Dr Guoqi Qian

  13. The Prediction for the Outbreak of COVID-19 in European Countries by Using Turning Phase Concepts as of April 9, 2020

    Article • SSRN Electronic Journal, January 2020, Elsevier

    Dr Guoqi Qian

  14. The Prediction for the Outbreak of COVID-19 for 15 States in USA by Using Turning Phase Concepts As of April 10, 2020

    Article • SSRN Electronic Journal, January 2020, Elsevier

    Dr Guoqi Qian

  15. The Framework for the Prediction of the Critical Turning Period for Outbreak of COVID-19 Spread in China based on the iSEIR Model

    Article • SSRN Electronic Journal, January 2020, Elsevier

    Dr Guoqi Qian

  16. Luminous flux modeling for high power LED automotive headlamp module

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Guoqi Qian

  17. Variable Selection for Tropical Cyclogenesis Predictive Modeling

    Article • Monthly Weather Review, December 2016, American Meteorological Society

    Dr Guoqi Qian

  18. Spline-based modelling of near-surface wind speeds in tropical cyclones

    Article • Applied Mathematical Modelling, October 2016, Elsevier

    Dr Guoqi Qian

  19. Boosting association rule mining in large datasets via Gibbs sampling

    Article • Proceedings of the National Academy of Sciences, April 2016, Proceedings of the National Academy of Sciences

    Dr Guoqi Qian

  20. Covariance matrix and transfer function of dynamic generalized linear models

    Article • Journal of Computational and Applied Mathematics, April 2016, Elsevier

    Dr Guoqi Qian

  21. Parallel maximum likelihood estimator for multiple linear regression models

    Article • Journal of Computational and Applied Mathematics, January 2015, Elsevier

    Dr Guoqi Qian

  22. A Statistical Test of Change-Point in Mean that Almost Surely Has Zero Error Probabilities

    Article • Australian & New Zealand Journal of Statistics, October 2013, Wiley

    Dr Guoqi Qian

  23. Supercomputing enabling exhaustive statistical analysis of genome wide association study data: Preliminary results

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Guoqi Qian

  24. Using capture-recapture data and hybrid Monte Carlo sampling to estimate an animal population affected by an environmental catastrophe

    Article • Computational Statistics & Data Analysis, January 2011, Elsevier

    Dr Guoqi Qian

  25. Setwise and filtered gibbs samplers for teletraffic analysis

    Article • ACM Transactions on Modeling and Computer Simulation, April 2010, ACM (Association for Computing Machinery)

    Dr Guoqi Qian

  26. A Procedure for Estimating the Number of Clusters in Logistic Regression Clustering

    Article • Journal of Classification, July 2009, Springer Science + Business Media

    Dr Guoqi Qian

  27. Monte Carlo EM algorithm in logistic linear models involving non-ignorable missing data

    Article • Applied Mathematics and Computation, March 2008, Elsevier

    Dr Guoqi Qian

  28. Estimating the Number of Clusters in Logistic Regression Clustering by an Information Theoretic Criterion

    Article • January 2008, Springer Science + Business Media

    Dr Guoqi Qian

  29. Selection of Working Correlation Structure and Best Model in GEE Analyses of Longitudinal Data

    Article • Communications in Statistics - Simulation and Computation, August 2007, Taylor & Francis

    Dr Guoqi Qian

  30. On time series model selection involving many candidate ARMA models

    Article • Computational Statistics & Data Analysis, August 2007, Elsevier

    Dr Guoqi Qian

  31. A latent variable model for estimating disease transmission rate from data on household outbreaks

    Article • Computational Statistics & Data Analysis, July 2006, Elsevier

    Dr Guoqi Qian

  32. Hierarchical Bayes model for random haplotype and family effects in the transmission of fragile-X

    Article • Genetic Epidemiology, January 2004, Wiley

    Dr Guoqi Qian

  33. A random effects model for diseases with heterogeneous rates of infection

    Article • Journal of Statistical Planning and Inference, September 2003, Elsevier

    Dr Guoqi Qian

  34. Analysis of Between–Household Heterogeneity in Disease Transmission from Data on Outbreak Sizes

    Article • Australian & New Zealand Journal of Statistics, December 2002, Wiley

    Dr Guoqi Qian

  35. Law of iterated logarithm and consistent model selection criterion in logistic regression

    Article • Statistics & Probability Letters, January 2002, Elsevier

    Dr Guoqi Qian

  36. Using MCMC for Logistic Regression Model Selection Involving Large Number of Candidate Models

    Article • January 2002, Springer Science + Business Media

    Dr Guoqi Qian

  37. Inference on Random Coefficient Models for Haplotype Effects in Dynamic Mutation Using MCMC

    Article • January 2001, Institute of Mathematical Statistics

    Dr Guoqi Qian

  38. Computations and analysis in robust regression model selection using stochastic complexity

    Article • Computational Statistics, September 1999, Springer Science + Business Media

    Dr Guoqi Qian

  39. Stochastic complexity and model selection from incomplete data

    Article • Journal of Statistical Planning and Inference, February 1999, Elsevier

    Dr Guoqi Qian

  40. Spatial Sampling Design Based on Stochastic Complexity

    Article • Journal of Multivariate Analysis, January 1999, Elsevier

    Dr Guoqi Qian

  41. COMPUTING MINIMUM DESCRIPTION LENGTH FOR ROBUST LINEAR REGRESSION MODEL SELECTION

    Article • December 1998, World Scientific Pub Co Pte Lt

    Dr Guoqi Qian

  42. On model selection via stochastic complexity in robust linear regression

    Article • Journal of Statistical Planning and Inference, November 1998, Elsevier

    Dr Guoqi Qian

  43. Some notes on Rissanen's stochastic complexity

    Article • IEEE Transactions on Information Theory, March 1998, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Guoqi Qian

  44. Test for homogeneity of several populations by stochastic complexity

    Article • Journal of Statistical Planning and Inference, August 1996, Elsevier

    Dr Guoqi Qian

  45. Generalised linear model selection by the predictive least quasi-deviance criterion

    Article • Biometrika, March 1996, Oxford University Press (OUP)

    Dr Guoqi Qian

  46. On stochastic complexity estimation: a decision-theoretic approach

    Article • IEEE Transactions on Information Theory, July 1994, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Guoqi Qian

  47. Principal Components Selection by the Criterion of the Minimum Mean Difference of Complexity

    Article • Journal of Multivariate Analysis, April 1994, Elsevier

    Dr Guoqi Qian