A/Prof Guoqi QIAN

Senior Lecturer

School of Mathematics and Statistics

  • Room: 112 OGS
  • Building: Old Geology South
  • Campus: Parkville

Research Groups

Recent Publications

  • G. Qian, Y Wu, M Xu. Multiple change-points detection by empirical Bayesian information criteria and Gibbs sampling induced stochastic search. Applied Mathematical Modelling, 72, 202-216, 2019. doi: 10.1016/j.apm.2019.03.012.

  • Zhendong Huang, Davide Ferrari, D. Ferrari, G. Qian. Parsimonious and powerful composite likelihood testing for group difference and genotype-phenotype association. Computational Statistics & Data Analysis, 110, 37-49, 2017. doi: 10.1016/j.csda.2016.12.004.

  • Jasper S Wijnands, G. Qian, Yuriy Kuleshov. Variable Selection for Tropical Cyclogenesis Predictive Modeling. Monthly Weather Review, 144, 4605-4619, 2016. doi: 10.1175/MWR-D-16-0166.1.

  • Robert J MacInnis, Daniel F Schmidt, Enes Makalic, Gianluca Severi, Liesel M FitzGerald, Matthias Reumann, Miroslaw K Kapuscinski, Adam Kowalczyk, Zeyu Zhou, Benjamin Goudey, G. Qian, Quang M Bui, Daniel J Park, Adam Freeman, Melissa C Southey, Ali Amin Al Olama, Zsofia Kote-Jarai, Rosalind A Eeles, John L Hopper, Graham G Giles, AAA Olama, UK Genetic Prostate Cancer Study Collaborators, A Amin Al Olama. Use of a Novel Nonparametric Version of DEPTH to Identify Genomic Regions Associated with Prostate Cancer Risk. Cancer Epidemiology, Biomarkers & Prevention, 25, 1619-1624, 2016. doi: 10.1158/1055-9965.EPI-16-0301.

  • Jasper S Wijnands, G. Qian, Yuriy Kuleshov, J Wijnands. Spline-based modelling of near-surface wind speeds in tropical cyclones. Applied Mathematical Modelling, 40, 8685-8707, 2016. doi: 10.1016/j.apm.2016.05.013.

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Current Postgraduate Supervision

Name Thesis title
Lizhong CHEN
Leo DIAZ
Benjamin HINES
Lidong HUANG
Jiabao LI
PuXue QIAO "Selection of composite likelihood estimators for spatial models"
Leonie VERVOORST
Yiwen (Eva) WANG
Siru WANG
Lyuyuan ZHANG

Past Postgraduate Supervision

Name Thesis title
Ling DING "Research on statistical theory"
Zhendong HUANG "Sparse composite likelihood approaches for high dimensional data"
Alonso MATTA "Random effect models with repeated and missing measurement"
Alan SIMPSON "On time series model selection"
Jasper WIJNANDS "Tropical Cyclones: Improving accuracy of seasonal predictions in Australia and the South Pacific Ocean"
Zeyu ZHOU "Monte Carlo Markov Chain Model Selection Tool Kit"

Current MSc Students

Name Project title
Zi WANG
Jiajian JIANG
Lin ZHU
Shuihan YI
Hangfei ZHENG
Lu WEI
Lingli BAO
Lu LIN

Past MSc Students

Name Project title
Kohleth CHIA
Kelly CHIU
David DIAZ
Peter DUONG
Shan FENG
Benjamin HINES
Zhendong HUANG
Yuci JIANG
Jiyu JIN
Eric (Pui) LAM
Ken LIM "Maximum Likelihood Estimation for Linear Regression Models Involving Missing Covariate Observations"
Lanyixin LIN
Ran NIU
PuXue QIAO
Cynthia Lui RUIJIE
Gimwah SNG
Tapiwa TAKWADA
Sen TAN
Gerry TONKIN-HILL
Shenjia TU
Brendan VAN ROOYEN
Chi Kuen WONG
Zemei XU
Yan YU
Tian YUAN
Hui Hui ZHAO
Zeyu ZHOU
Quan ZHOU

Responsibilities

  • Completion Seminar Coordinator
  • Exchange Student Advisor/Evaluator
  • RHD Coordinator

Committees

  • Environmental Health & Safety Committee
  • Management Committee
  • Postgraduate Programs Committee