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Xiaotian Dai
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Year
Longitudinal SARS-CoV-2 RNA wastewater monitoring across a range of scales correlates with total and regional COVID-19 burden in a well-defined urban population
N Acosta, MA Bautista, BJ Waddell, J McCalder, AB Beaudet, L Man, ...
Water Research 220, 118611, 2022
382022
Quantitative gene–gene and gene–environment mapping for leaf shape variation using tree‐based models
G Fu, X Dai, J Symanzik, S Bushman
New Phytologist 213 (1), 455-469, 2017
222017
Surveillance for SARS‐CoV‐2 and its variants in wastewater of tertiary care hospitals correlates with increasing case burden and outbreaks
N Acosta, MA Bautista, BJ Waddell, K Du, J McCalder, P Pradhan, ...
Journal of Medical Virology 95 (2), e28442, 2023
112023
Functional random forests for curve response
G Fu, X Dai, Y Liang
Scientific reports 11 (1), 24159, 2021
102021
Statistical framework to support the epidemiological interpretation of SARS-CoV-2 concentration in municipal wastewater
X Dai, D Champredon, A Fazil, CS Mangat, SW Peterson, EM Mejia, X Lu, ...
Scientific reports 12 (1), 13490, 2022
62022
Statistical learning methods applicable to genome-wide association studies on unbalanced case-control disease data
X Dai, G Fu, S Zhao, Y Zeng
Genes 12 (5), 736, 2021
62021
An adaptive threshold determination method of feature screening for genomic selection
G Fu, G Wang, X Dai
Bmc Bioinformatics 18, 1-10, 2017
62017
Campus node-based wastewater surveillance enables COVID-19 case localization and confirms lower SARS-CoV-2 burden relative to the surrounding community
J Lee, N Acosta, BJ Waddell, K Du, K Xiang, J Van Doorn, K Low, ...
Water Research 244, 120469, 2023
52023
Strong sure screening of ultra-high dimensional data with interaction effects
R Reese, X Dai, G Fu
arXiv preprint arXiv:1801.07785, 2018
42018
Recent advancements in geovisualization, with a case study on Chinese Religions
J Symanzik, S Bao, XT Dai, M Shui, B She
New Developments in Statistical Modeling, Inference and Application …, 2016
42016
Wastewater-based surveillance can be used to model COVID-19-associated workforce absenteeism
N Acosta, X Dai, MA Bautista, BJ Waddell, J Lee, K Du, J McCalder, ...
Science of The Total Environment 900, 165172, 2023
32023
Detecting PCOS susceptibility loci from genome-wide association studies via iterative trend correlation based feature screening
X Dai, G Fu, R Reese
BMC Bioinformatics 21 (1), 1-15, 2020
32020
A Bayesian genomic selection approach incorporating prior feature ordering and population structures with application to coronary artery disease
X Dai, X Lu, T Chekouo
Statistical Methods in Medical Research 32 (8), 1616-1629, 2023
12023
Spatially-resolved wastewater-based surveillance enables COVID-19 case localization across a university campus, and confirms lower SARS-CoV-2 RNA burden relative to the …
J Lee, N Acosta, BJ Waddell, K Du, K Xiang, J Van Doorn, K Low, ...
medRxiv, 2023.03. 03.23286756, 2023
12023
An approach of Bayesian variable selection for ultrahigh‐dimensional multivariate regression
X Dai, G Fu, R Reese, S Zhao, Z Shang
Stat 11 (1), e476, 2022
12022
A Bayesian framework for modeling COVID‐19 case numbers through longitudinal monitoring of SARS‐CoV‐2 RNA in wastewater
X Dai, N Acosta, X Lu, CRJ Hubert, J Lee, K Frankowski, MA Bautista, ...
Statistics in Medicine 43 (6), 1153-1169, 2024
2024
Broken Adaptive Ridge Method for Variable Selection in Generalized Partly Linear Models with Application to the Coronary Artery Disease Data
C Chan, X Dai, T Chekouo, Q Long, X Lu
arXiv preprint arXiv:2311.00210, 2023
2023
Epistasis Detection via the Joint Cumulant
R Reese, G Fu, G Zhao, X Dai, X Li, K Chiu
Statistics in Biosciences 14 (3), 514-532, 2022
2022
Surveillance of SARS-CoV-2 variants of concern (VOC) in hospital wastewater (WW) and its correlation with hospitalized cases of COVID-19 and the occurrence of outbreaks
N Acosta, MB Chavarriaga, BJM Waddell, J McCalder, K Du, P Pradhan, ...
Open Forum Infectious Diseases, S455-S455, 2022
2022
High-Dimensional Functional Mixed-effect Model for Bilevel Repeated Measurements
X Dai, G Fu
arXiv preprint arXiv:2111.06796, 2021
2021
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