Personal information

Websites & social links

Personal Homepage

Activities

Collapse all

Employment (2)

University of Georgia: GA, GA, US

2023-08-01 to present | Associate Professor (Statistics)
Employment
Source: Self-asserted source
Qian Xiao

University of Georgia: Athens, GA, US

2017-08-01 to 2023-07-31 | Assistant Professor (Statistics)
Employment
Source: Self-asserted source
Qian Xiao

Education and qualifications (3)

University of California Los Angeles: Los Angeles, CA, US

2014-06 to 2017-06 | Ph.D. (Statistics)
Education
Source: Self-asserted source
Qian Xiao

University of California Los Angeles: Los Angeles, CA, US

2012-09 to 2014-06 | M.S. (Statistics)
Education
Source: Self-asserted source
Qian Xiao

Central University of Finance and Economics: Beijing, Beijing, CN

2008-09 to 2012-06 | B.A. (Investment Management)
Education
Source: Self-asserted source
Qian Xiao

Works (19)

Modeling and Active Learning for Experiments with Quantitative-Sequence Factors

Journal of the American Statistical Association
2024-01-02 | Journal article
DOI: 10.1080/01621459.2022.2123335
Contributors: Qian Xiao; Yaping Wang; Abhyuday Mandal; Xinwei Deng
Source: check_circle
Crossref

Construction of uniform projection designs via level permutation and expansion

Journal of Statistical Planning and Inference
2023 | Journal article
Source: Self-asserted source
Qian Xiao

Quasi-Periodic Gaussian Process Modeling of Pseudo-Periodic Signals

IEEE Transactions on Signal Processing
2023 | Journal article
DOI: 10.1109/TSP.2023.3316589
Contributors: Yongxiang Li; Yunji Zhang; Qian Xiao; Jianguo Wu
Source: check_circle
Crossref

A Scalable Gaussian Process for Large-Scale Periodic Data

Technometrics
2023-07-03 | Journal article
DOI: 10.1080/00401706.2023.2166124
Contributors: Yongxiang Li; Yuting Pu; Changming Cheng; Qian Xiao
Source: check_circle
Crossref

Maximum One-Factor-At-A-Time Designs for Screening in Computer Experiments

Technometrics
2023-04-03 | Journal article
DOI: 10.1080/00401706.2022.2141897
Contributors: Qian Xiao; V. Roshan Joseph; Douglas M. Ray
Source: check_circle
Crossref

Mean corrected generalized estimating equations for longitudinal binary outcomes with report bias

Statistical Methods in Medical Research
2022 | Journal article
Source: Self-asserted source
Qian Xiao

Connecting U-type Designs Before and After Level Permutations and Expansions

Journal of Statistical Theory and Practice
2021-12 | Journal article
DOI: 10.1007/s42519-021-00209-9
Part of ISSN: 1559-8608
Part of ISSN: 1559-8616
Source: Self-asserted source
Qian Xiao
grade
Preferred source (of 2)‎

Statistical Analysis of Complex Computer Models in Astronomy

The European Physical Journal Special Topics
2021-09 | Journal article
DOI: 10.1140/epjs/s11734-021-00204-y
Part of ISSN: 1951-6355
Part of ISSN: 1951-6401
Source: Self-asserted source
Qian Xiao

The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study

Epidemics
2021-09 | Journal article
DOI: 10.1016/j.epidem.2021.100483
Contributors: Yang Ge; Zhiping Chen; Andreas Handel; Leonardo Martinez; Qian Xiao; Changwei Li; Enfu Chen; Jinren Pan; Yang Li; Feng Ling et al.
Source: check_circle
Crossref

A mapping-based universal Kriging model for order-of-addition experiments in drug combination studies

Computational Statistics & Data Analysis
2021-05 | Journal article
DOI: 10.1016/j.csda.2020.107155
Part of ISSN: 0167-9473
Source: Self-asserted source
Qian Xiao

Robust sequential design for piecewise-stationary multi-armed bandit problem in the presence of outliers

Statistical Theory and Related Fields
2021-04-03 | Journal article
DOI: 10.1080/24754269.2021.1902687
Contributors: Yaping Wang; Zhicheng Peng; Riquan Zhang; Qian Xiao
Source: check_circle
Crossref

Effectiveness of neuraminidase inhibitors to prevent mortality in patients with laboratory-confirmed avian influenza A H7N9

International Journal of Infectious Diseases
2021-02 | Journal article
DOI: 10.1016/j.ijid.2020.12.028
Contributors: Wei Cheng; Anqi Pan; Stephen L. Rathbun; Yang Ge; Qian Xiao; Leonardo Martinez; Feng Ling; Shelan Liu; Xiaoxiao Wang; Zhao Yu et al.
Source: check_circle
Crossref

EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors

SIAM/ASA Journal on Uncertainty Quantification
2021-01 | Journal article
DOI: 10.1137/19m1288462
Part of ISSN: 2166-2525
Source: Self-asserted source
Qian Xiao

Application of kriging models for a drug combination experiment on lung cancer

Statistics in Medicine
2019-01-30 | Journal article
DOI: 10.1002/sim.7971
Part of ISSN: 0277-6715
Part of ISSN: 1097-0258
Source: Self-asserted source
Qian Xiao

Construction of Maximin Distance Designs via Level Permutation and Expansion

Statistica Sinica
2018 | Journal article
DOI: 10.5705/ss.202016.0423
Part of ISSN: 1017-0405
Source: Self-asserted source
Qian Xiao

Optimal maximin $L_{1}$-distance Latin hypercube designs based on good lattice point designs

The Annals of Statistics
2018-12-02 | Journal article
DOI: 10.1214/17-aos1674
Part of ISSN: 0090-5364
Source: Self-asserted source
Qian Xiao

Constructions and Applications of Space-Filling Designs

2017 | Dissertation or Thesis
Source: Self-asserted source
Qian Xiao

Construction of maximin distance Latin squares and related Latin hypercube designs

Biometrika
2017-06 | Journal article
DOI: 10.1093/biomet/asx006
Part of ISSN: 0006-3444
Part of ISSN: 1464-3510
Source: Self-asserted source
Qian Xiao

Construction of Maximin Distance Designs via Level Expansion

2015 | Dissertation or Thesis
Source: Self-asserted source
Qian Xiao

Peer review (1 review for 1 publication/grant)

Review activity for Journal of statistical planning and inference. (1)
How many people are using ORCID?