Associate Professor Guoqi QIAN

Senior Lecturer

School of Mathematics and Statistics

  • Room: 302 OGS
  • Building: Old Geology South
  • Campus: Parkville

Research Groups

Recent Publications

  • 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.

  • G. Qian, Yuehua Wu, Davide Ferrari, D. Ferrari, Puxue Qiao, Frederic Hollande. Semisupervised Clustering by Iterative Partition and Regression with Neuroscience Applications. Computational Intelligence and Neuroscience, 2016, 4037380-13, 2016. doi: 10.1155/2016/4037380.

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Current Postgraduate Supervision

Name Thesis title
Lizhong CHEN
Chun (Jackson) KWOK "Trend extraction under incomplete sampling"
PuXue QIAO "Selection of composite likelihood estimators for spatial models"
Leonie VERVOORST
Yiwen (Eva) WANG

Past Postgraduate Supervision

Name Thesis title
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
Yiwen XU
Jiajian JIANG
Yuci JIANG
Kaiqi CHEN
Yan YU
Shuihan YI
Benjamin HINES
Quan ZHOU
Nicholas BARRINGTON
Lanyixin LIN

Past MSc Students

Name Project title
Kohleth CHIA
Kelly CHIU
David DIAZ
Peter DUONG
Zhendong HUANG
Jiyu JIN
Eric (Pui) LAM
Ken LIM "Maximum Likelihood Estimation for Linear Regression Models Involving Missing Covariate Observations"
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
Tian YUAN
Hui Hui ZHAO
Zeyu ZHOU

Recent Grant History

Year(s) Source Type Title
2007 - 2009 ARC Discovery Statistical Analysis of Some Partially Observed Processes Arising in Ecological Research

Responsibilities

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

Committees

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