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A/Prof

Guoqi Qian

Associate Professor
Mathematics and Statistics
statistical data mining
model selection
biostatistics
Markov chain Monte Carlo
statistical climatology
statistical and probabilistic inference
science & technology
physical sciences
mathematics
Guoqi Qian's Profile Picture
A/Prof

Guoqi Qian

 
Division
Science
 
Primary Interest
Statistics and probability
Guoqi Qian's Profile Picture
A/Prof

Guoqi Qian

 
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Guoqi's  Short Profile
 

Projects

Displaying the 4 most recent projects by Guoqi Qian.

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Towards designing complex networks resilient to stealthy attack and cascading failure

2018 - 2021
Active
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AMSI APR Internship - Telstra - INT0390

2018
Active
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Complex statistical analyses of genome-wide association studies related to breast and prostate cancers using high performance supercomputing

Breast and prostate cancers are the most common cancers in Australian women and men. Simple analyses of genome-wide association (GWAS) studi..

2012 - 2016
Completed
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STATISTICAL INFERENCE CONCERNING MODEL COMPARISON AND SELECTION FOR CAPTURE-RECAPTURE DATA IN WILDLIFE POPULATION STUDIES

4

Projects

Project Types

3

Research Grant

1

Research Contracts

Scholarly Works

Displaying the 10 most recent scholarly works by Guoqi Qian.

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Association between the yield and the main agronomic traits of Tartary buckwheat evaluated using the random forest model

S Feng, J Li, G Qian, B Feng

Journal article  |  2020  |  Crop Science

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Parallel inference for big data with the group Bayesian method

Guangbao Guo, Guoqi Qian, Lu Lin, Wei Shao

Journal article  |  2020  |  Metrika

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Modeling big spatio-temporal geo-hazards data for forecasting by error-correction cointegration and dimension-reduction

Hong Wang, Guoqi Qian, Antoinette Tordesillas

Journal article  |  2020  |  Spatial Statistics

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Multiple change-points detection by empirical Bayesian information criteria and Gibbs sampling induced stochastic search

Guoqi Qian, Yuehua Wu, Min Xu

Journal article  |  2019  |  Applied Mathematical Modelling

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Parsimonious and powerful composite likelihood testing for group difference and genotype-phenotype association

Zhendong Huang, Davide Ferrari, Guoqi Qian

Journal article  |  2017  |  Computational Statistics & Data Analysis

Studying the association between a phenotype and a number of genetic variants from case-control data is an important goal in many ..

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Use of a Novel Nonparametric Version of DEPTH to Identify Genomic Regions Associated with Prostate Cancer Risk

Robert J MacInnis, Daniel F Schmidt, Enes Makalic, Gianluca Severi, Liesel M FitzGerald, Matthias Reumann, Miroslaw K Kapuscinski, Adam Kowalczyk, Zeyu Zhou, Benjamin Goudey, Guoqi 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

Journal article  |  2016  |  Cancer Epidemiology Biomarkers & Prevention

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Variable Selection for Tropical Cyclogenesis Predictive Modeling

Jasper S Wijnands, Guoqi Qian, Yuriy Kuleshov

Journal article  |  2016  |  MONTHLY WEATHER REVIEW

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

Jasper S Wijnands, Guoqi Qian, Yuriy Kuleshov

Journal article  |  2016  |  APPLIED MATHEMATICAL MODELLING

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Parsimonious and Efficient Likelihood Composition by Gibbs Sampling

Davide Ferrari, Guoqi Qian, Tane Hunter

Journal article  |  2016  |  Journal of Computational and Graphical Statistics

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Boosting association rule mining in large datasets via Gibbs sampling

Guoqi Qian, Calyampudi Radhakrishna Rao, Xiaoying Sun, Yuehua Wu

Journal article  |  2016  |  Proceedings of the National Academy of Sciences of the United States of America

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Scholarly Works

Keyword Analysis

Statistics
Expanding Knowledge
Non-Oriented Research
Applied Mathematics
Atmospheric Sciences
Oncology and Carcinogenesis
Electrical and Electronic Engineering
Numerical and Computational Mathematics
Clinical Health (organs, Diseases and Abnormal Conditions)
Computation Theory and Mathematics

Credentials

Positions

Associate Professor

Mathematics and Statistics

Member

Statistical Society of Australia Incorporated

Member

Institute of Mathematical Statistics

Education

Graduate Certificate of University Teaching

University of Melbourne

PhD in statistics

Dalhousie University

BSc of Computational Mathematics

University of Science and Technology of China

Links

International Linkages

Monash University

Australia

York University

Canada

Dalhousie University

Canada

ETH Zurich

Switzerland