| Genome-wide association studies of metabolites in Finnish men identify disease-relevant loci X Yin, LS Chan, D Bose, AU Jackson, P VandeHaar, AE Locke, ... Nature communications 13 (1), 1644, 2022 | 77 | 2022 |
| Metabolomic determinants of metabolic risk in Mexican adolescents W Perng, EC Hector, PXK Song, MM Tellez Rojo, S Raskind, M Kachman, ... Obesity 25 (9), 1594-1602, 2017 | 39 | 2017 |
| A distributed and integrated method of moments for high-dimensional correlated data analysis EC Hector, PXK Song Journal of the American Statistical Association 116 (534), 805-818, 2021 | 22 | 2021 |
| Doubly distributed supervised learning and inference with high-dimensional correlated outcomes EC Hector, PXK Song Journal of Machine Learning Research 21 (173), 1-35, 2020 | 11 | 2020 |
| Joint integrative analysis of multiple data sources with correlated vector outcomes EC Hector, PXK Song The Annals of Applied Statistics 16 (3), 1700-1717, 2022 | 10 | 2022 |
| Mercury exposure in relation to sleep duration, timing, and fragmentation among adolescents in Mexico City EC Jansen, EC Hector, JM Goodrich, A Cantoral, MMT Rojo, N Basu, ... Environmental Research 191, 110216, 2020 | 8 | 2020 |
| Statistical inference for streamed longitudinal data L Luo, J Wang, EC Hector Biometrika 110 (4), 841-858, 2023 | 7 | 2023 |
| Distributed Inference for Spatial Extremes Modeling in High Dimensions EC Hector, BJ Reich Journal of the American Statistical Association, 1-25, 2023 | 5 | 2023 |
| Interrogating the Metabolomic Profile of Amyotrophic Lateral Sclerosis in the Post-Mortem Human Brain by Infrared Matrix-Assisted Laser Desorption Electrospray Ionization (IR … AL Sohn, L Ping, JD Glass, NT Seyfried, EC Hector, DC Muddiman Metabolites 12 (11), 1096, 2022 | 5 | 2022 |
| Integrative Analysis of Gene-Specific DNA Methylation and Untargeted Metabolomics Data from the ELEMENT Cohort JM Goodrich, EC Hector, L Tang, JL LaBarre, DC Dolinoy, ... Epigenetics Insights 13, 2516865720977888, 2020 | 4 | 2020 |
| Parallel-and-stream accelerator for computationally fast supervised learning EC Hector, L Luo, PXK Song Computational Statistics & Data Analysis 177, 107587, 2023 | 3 | 2023 |
| Turning the information-sharing dial: efficient inference from different data sources EC Hector, R Martin arXiv preprint arXiv:2207.08886, 2022 | 3 | 2022 |
| Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) J Hickey, JP Williams, EC Hector arXiv preprint arXiv:2211.16557, 2022 | 2 | 2022 |
| Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks L Shi, M Wank, Y Chen, Y Wang, Y Liu, EC Hector, PXK Song IEEE Journal of Biomedical and Health Informatics 27 (1), 421-432, 2022 | 2 | 2022 |
| Genome-wide association study of 1,391 plasma metabolites in 6,136 Finnish men identifies 303 novel signals and provides biological insights into human diseases X Yin, LS Chan, D Bose, AU Jackson, P VandeHaar, AE Locke, ... medRxiv, 2021.10. 19.21265094, 2021 | 2 | 2021 |
| Data Integration and Model Fusion in the Bayesian and Frequentist Frameworks EC Hector, L Tang, L Zhou, PXK Song Handbook of Bayesian, Fiducial, and Frequentist Inference, 238-263, 2024 | 1 | 2024 |
| Bayesian estimation of clustered dependence structures in functional neuroconnectivity H Kim, S Ghosh, A Di Martino, EC Hector arXiv preprint arXiv:2305.18044, 2023 | 1 | 2023 |
| Functional Regression with Intensively Measured Longitudinal Outcomes: A New Lens through Data Partitioning C Manschot, EC Hector arXiv preprint arXiv:2207.13014, 2022 | 1 | 2022 |
| A statistical approach to system suitability testing for mass spectrometry imaging AL Sohn, RR Kibbe, OE Dioli, EC Hector, H Bai, KP Garrard, ... Rapid Communications in Mass Spectrometry 38 (9), e9725, 2024 | | 2024 |
| A variational neural Bayes framework for inference on intractable posterior distributions E Maceda, EC Hector, A Lenzi, BJ Reich arXiv preprint arXiv:2404.10899, 2024 | | 2024 |
Peter Xuekun SongProfessor of Biostatistics, University of MichiganVerified email at umich.edu
