JZ
Jun Zhu
Forestsstat.MEcs.LGmath.STModels, StatisticalResearch Designspatial cluster detectionspatial statisticsstat.THBiodiversity
On Valency
published · living versionsW_emcw73ya·v1 · currentpublished
Penalized maximum likelihood estimation and variable selection in geostatistics
with Tingjin Chu, Haonan Wang
1 version
W_qz3re2ap·v1published
Preprints & journals
62 papers in the corpus · 2002–2026Local Linear Estimation for Covariate-Dependent Coefficients Model in Disease Mapping.42633632 · Jiang, Yexuan, Lin, Pei-Sheng, Zhu, Jun et al.2026 · 0 citationsStatistics in medicine. 2026;45(20-22):e70713
Reconstructing individualized near-field head-related transfer functions from a small set of far-field data based on tensor decomposition.42690139 · Zhao, Tong, Xie, Bosun, Zhu, Jun2026 · 0 citationsThe Journal of the Acoustical Society of America. 2026;160(3):2015-2036
Unsupervised waveform reshaping for enhanced time-of-flight precision in PET detectors.42468567 · He, Chengkai, Feng, Xuhui, Jin, Yufei et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(15)
Self-supervised Internal Learning Enhances Isotropic Resolution for Three-dimensional Fluorescence Microscopy10.64898/2026.06.04.717237v1 · Wei, M., Xu, P., Liu, J. et al.2026 · 0 citationsbioRxiv
Towards the Worst-case Robustness of Large Language Models2501.19040v4 · Huanran Chen, Yinpeng Dong, Zeming Wei et al.2025 · 0 citationsarXiv
Accurate and Reliable Predictions with Mutual-Transport Ensemble2405.19656v1 · Han Liu, Peng Cui, Bingning Wang et al.2024 · 0 citationsarXiv
Comparative Spatial Modeling of Bretziella fagacearum Distribution in Northern Wisconsin, United States.37717228 · Stevens, Caleb, Zhu, Jun, Bushman, Matt et al.2024 · 3 citationsPhytopathology. 2024;114(3):603-617
Role of autonomic, nociceptive, and limbic brainstem nuclei in core autism features.38278763 · Travers, Brittany G, Surgent, Olivia, Guerrero-Gonzalez, Jose et al.2024 · 6 citationsAutism research : official journal of the International Society for Autism Research. 2024;17(2):266-279
Polymorphisms in gene UGT1A1 modify the association of prenatal exposure to polycyclic aromatic hydrocarbons with congenital heart diseases risk.36878495 · Tao, Jing, Li, Nana, Liu, Zhen et al.2023 · 3 citationsThe journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians. 2023;36(1):2183743
Disease mapping for spatially semi-continuous data by estimating equations with application to dengue control.37316997 · Lin, Pei-Sheng, Yu, Yih-Jeng, Zhu, Jun2023 · 3 citationsStatistics in medicine. 2023;42(20):3636-3648
Evaluation of nausea and vomiting in the first trimester on the risk of adverse birth outcomes and the contribution of genetic polymorphisms: a pilot prospective study.36441230 · Li, Nana, Xue, Zhiwei, Xu, Hongmei et al.2023 · 7 citationsArchives of gynecology and obstetrics. 2023;308(6):1713-1721
On generalized latent factor modeling and inference for high-dimensional binomial data.36200926 · Ma, Ting Fung, Wang, Fangfang, Zhu, Jun2023 · 1 citationBiometrics. 2023;79(3):2311-2320
Co-limitation towards lower latitudes shapes global forest diversity gradients.35941205 · Liang, Jingjing, Gamarra, Javier G P, Picard, Nicolas et al.2022 · 124 citationsNature ecology & evolution. 2022;6(10):1423-1437
A Flexible Method for Identifying Spatial Clusters of Breast Cancer Using Individual-Level Data.35772615 · Kamenetsky, Maria E, Trentham-Dietz, Amy, Newcomb, Polly et al.2022 · 0 citationsAnnals of epidemiology. 2022;73:9-16
Statistical tests for non-independent partitions of large autocorrelated datasets.35345788 · Ives, Anthony R, Zhu, Likai, Wang, Fangfang et al.2022 · 9 citationsMethodsX. 2022;9:101660
The number of tree species on Earth.35101981 · Cazzolla Gatti, Roberto, Reich, Peter B, Gamarra, Javier G P et al.2022 · 230 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(6)
Sound source localization patterns and bilateral cochlear implants: Age at onset of deafness effects.35134072 · Anderson, Sean R, Jocewicz, Rachael, Kan, Alan et al.2022 · 16 citationsPloS one. 2022;17(2):e0263516
Scalable Semiparametric Spatio-temporal Regression for Large Data Analysis2111.15086v1 · Ting Fung Ma, Fangfang Wang, Jun Zhu et al.2021 · 3 citationsarXiv
Regularized spatial and spatio-temporal cluster detection.35691644 · Kamenetsky, Maria E, Lee, Junho, Zhu, Jun et al.2022 · 13 citationsSpatial and spatio-temporal epidemiology. 2022;41:100462
Composite likelihood inference for ordinal periodontal data with replicated spatial patterns.34380175 · Wang, Pingping, Ma, Ting Fung, Bandyopadhyay, Dipankar et al.2021 · 2 citationsStatistics in medicine. 2021;40(26):5871-5893
Nonlinear Hawkes Processes in Time-Varying System2106.04844v1 · Feng Zhou, Quyu Kong, Yixuan Zhang et al.2021 · 1 citationarXiv
A comprehensive analysis comparing linear and generalized linear models in detecting adaptive SNPs.33217107 · Luo, Lan, Tang, Zheng-Zheng, Schoville, Sean D et al.2021 · 17 citationsMolecular ecology resources. 2021;21(3):733-744
Clustered spatio-temporal varying coefficient regression model.33103247 · Lee, Junho, Kamenetsky, Maria E, Gangnon, Ronald E et al.2021 · 21 citationsStatistics in medicine. 2021;40(2):465-480
Control variates and Rao-Blackwellization for deterministic sweep Markov chains1912.06926v1 · Stephen Berg, Jun Zhu, Murray K. Clayton2019 · 3 citationsarXiv
A heterogeneity measure for cluster identification with application to disease mapping.31489979 · Lin, Pei-Sheng, Zhu, Jun2021 · 9 citationsBiometrics. 2020;76(2):403-413
Artificial intelligence and avian influenza: Using machine learning to enhance active surveillance for avian influenza viruses.31376332 · Walsh, Daniel P, Ma, Ting Fung, Ip, Hon S et al.2020 · 32 citationsTransboundary and emerging diseases. 2019;66(6):2537-2545
Spatial Regression Analysis of Poverty in R.31737778 · Kamenetsky, Maria, Chi, Guangqing, Wang, Donghui et al.2024 · 8 citationsSpatial demography. 2019;7(2-3):113-147
The Spatial Distribution of Poverty and the Long Reach of the Industrial Makeup of Places: New Evidence on Spatial and Temporal Regimes.31057185 · Curtis, Katherine J, Lee, Junho, O'Connell, Heather A et al.2026 · 41 citationsRural sociology. 2019;84(1):28-65
Sampling Strategies for Accurate Hazard Mapping of Noise and Other Hazards Using Short-Duration Measurements.28395352 · Koehler, Kirsten A, Zhu, Jun, Wang, Haonan et al.2017 · 5 citationsAnnals of work exposures and health. 2017;61(2):183-194
STATIC AND ROVING SENSOR DATA FUSION FOR SPATIO-TEMPORAL HAZARD MAPPING WITH APPLICATION TO OCCUPATIONAL EXPOSURE ASSESSMENT.30100948 · Ludwig, Guilherme, Chu, Tingjin, Zhu, Jun et al.2025 · 8 citationsThe annals of applied statistics. 2017;11(1):139-160
Correction: Statistically-Estimated Tree Composition for the Northeastern United States at Euro-American Settlement.28107463 · Paciorek, Christopher J, Goring, Simon J, Thurman, Andrew L et al.2019 · 5 citationsPloS one. 2017;12(1):e0170835
A Communication-Efficient Parallel Method for Group-Lasso1612.02222v1 · Binghong Chen, Jun Zhu2016 · 1 citationarXiv
Explicit modeling of abiotic and landscape factors reveals precipitation and forests associated with aphid abundance.27875008 · Stack Whitney, Kaitlin, Meehan, Timothy D, Kucharik, Christopher J et al.2018 · 31 citationsEcological applications : a publication of the Ecological Society of America. 2016;26(8):2598-2608
Cluster detection of spatial regression coefficients.27878838 · Lee, Junho, Gangnon, Ronald E, Zhu, Jun2018 · 39 citationsStatistics in medicine. 2017;36(7):1118-1133
Positive biodiversity-productivity relationship predominant in global forests.27738143 · Liang, Jingjing, Crowther, Thomas W, Picard, Nicolas et al.2017 · 1,486 citationsScience (New York, N.Y.). 2016;354(6309)
Effects of Climate and Sewer Condition on Virus Transport to Groundwater.27434550 · Gotkowitz, Madeline B, Bradbury, Kenneth R, Borchardt, Mark A et al.2017 · 43 citationsEnvironmental science & technology. 2016;50(16):8497-504
Statistically-Estimated Tree Composition for the Northeastern United States at Euro-American Settlement.26918331 · Paciorek, Christopher J, Goring, Simon J, Thurman, Andrew L et al.2016 · 39 citationsPloS one. 2016;11(2):e0150087
Impact of Residential Prairie Gardens on the Physical Properties of Urban Soil in Madison, Wisconsin.26828159 · Johnston, Marie R, Balster, Nick J, Zhu, Jun2018 · 32 citationsJournal of environmental quality. 2016;45(1):45-52
Human and Bovine Viruses and Bacteria at Three Great Lakes Beaches: Environmental Variable Associations and Health Risk.26720156 · Corsi, Steven R, Borchardt, Mark A, Carvin, Rebecca B et al.2016 · 47 citationsEnvironmental science & technology. 2016;50(2):987-95
Predicting location of recurrence using FDG, FLT, and Cu-ATSM PET in canine sinonasal tumors treated with radiotherapy.26083082 · Bradshaw, Tyler, Fu, Rau, Bowen, Stephen et al.2016 · 13 citationsPhysics in medicine and biology. 2015;60(13):5211-24
Effects of data sparsity and spatiotemporal variability on hazard maps of workplace noise.25437137 · Lake, Kirk, Zhu, Jun, Wang, Haonan et al.2015 · 16 citationsJournal of occupational and environmental hygiene. 2015;12(4):256-65
Are the numbers adding up? Exploiting discrepancies among complementary population models.25691964 · Stenglein, Jennifer L, Zhu, Jun, Clayton, Murray K et al.2015 · 27 citationsEcology and evolution. 2015;5(2):368-76
Local Adaptive Grouped Regularization and its Oracle Properties for Varying Coefficient Regression1411.5725v1 · Wesley Brooks, Jun Zhu, Zudi Lu2014 · 1 citationarXiv
Movement-based estimation and visualization of space use in 3D for wildlife ecology and conservation.24988114 · Tracey, Jeff A, Sheppard, James, Zhu, Jun et al.2015 · 67 citationsPloS one. 2014;9(7):e101205
Assessing the Spatial Concentration and Temporal Persistence of Poverty: Industrial Structure, Racial/Ethnic Composition, and the Complex Links to Poverty.42345031 · Curtis, Katherine J, Reyes, Perla E, O'Connell, Heather A et al.2026 · 16 citationsSpatial demography. 2013;1(2):178-194
Source and transport of human enteric viruses in deep municipal water supply wells.23570447 · Bradbury, Kenneth R, Borchardt, Mark A, Gotkowitz, Madeline et al.2014 · 105 citationsEnvironmental science & technology. 2013;47(9):4096-103
Mapping behavioral landscapes for animal movement: a finite mixture modeling approach.23734492 · Tracey, Jeff A, Zhu, Jun, Boydston, Erin et al.2013 · 32 citationsEcological applications : a publication of the Ecological Society of America. 2013;23(3):654-69
Continuous-Time Proportional Hazards Regression for Ecological Monitoring Data.24319326 · Lin, Feng-Chang, Zhu, Jun2021 · 2 citationsJournal of agricultural, biological, and environmental statistics. 2012;17(2)
Additive hazards regression and partial likelihood estimation for ecological monitoring data across space.24319528 · Lin, Feng-Chang, Zhu, Jun2021 · 2 citationsStatistics and its interface. 2012;5(2)
Penalized maximum likelihood estimation and variable selection in geostatistics1109.0320v2 · Tingjin Chu, Jun Zhu, Haonan Wang2011 · 58 citationsAnnals of Statistics 2011, Vol. 39, No. 5, 2607-2625on Valency
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