BR
Brian J. Reich
stat.MEstat.APstat.MLModels, Statisticalcs.LGBayes Theoremstat.COData Interpretation, StatisticalPesticidesAsthma
On Valency
published · living versionsW_qqaum6nm·v1 · currentpublished
A Markov-switching model for heat waves
with Benjamin A. Shaby, Daniel Cooley, Cari G. Kaufman
1 version
Preprints & journals
192 papers in the corpus · 2004–2026Scalable phylodynamic inference of mutational and epistatic fitness effects with multi-feature birth-death models10.64898/2026.10.19.760109v1 · Cen, S., Kepler, L. M., Lanzas, C. et al.2026 · 0 citationsbioRxiv
Estimating covariate effects on functional connectivity using voxel-level fMRI data.42725473 · Zhao, Wei, Reich, Brian J, Hector, Emily C2026 · 0 citationsBiometrics. 2026;82(3)
Functional principal component analysis forsparse censored data.42272573 · Murphy, Caitrin, Laber, Eric, Merwin, Rhonda et al.2026 · 0 citationsBiometrika. 2026;113(2):asag023
Spatial Causal Tensor Completion for Multiple Exposures and Outcomes: An Application to the Health Effects of PFAS Pollution2603.16854v1 · Xiaodan Zhou, Brian J Reich, Shu Yang2026 · 0 citationsarXiv
DANCE: Doubly Adaptive Neighborhood Conformal Estimation2602.20652v1 · Brandon R. Feng, Brian J. Reich, Daniel Beaglehole et al.2026 · 0 citationsarXiv
Spatiotemporal double machine learning to estimate the impact of Cambodian land concessions on deforestation2602.18570v1 · Anika Arifin, Duncan DeProfio, Layla Lammers et al.2026 · 0 citationsarXiv
A new mixture model for spatiotemporal exceedances with flexible tail dependence2602.13158v2 · Ryan Li, Emily C. Hector, Brian J. Reich et al.2026 · 0 citationsarXiv
Multivariate and Online Transfer Learning With Uncertainty Quantification.41637418 · Hickey, Jimmy, Williams, Jonathan P, Reich, Brian J et al.2026 · 0 citationsStatistics in medicine. 2026;45(3-5):e70398
A two-stage approach for segmenting spatial point patterns applied to multiplex imaging.41555575 · Sheng, Alvin, Reich, Brian J, Staicu, Ana-Maria et al.2026 · 0 citationsBiostatistics (Oxford, England). 2026;27(1)
Predicting Helicoverpa zea (Lepidoptera: Noctuidae) populations in the southern United States.41363928 · Yanchenko, Eric, Reich, Brian J, Kennedy, George G et al.2026 · 2 citationsEnvironmental entomology. 2026;55(1)
When are novel methods for analyzing complex chemical mixtures in epidemiology beneficial?41551233 · Wiecha, Nate, Griffith, Emily, Reich, Brian J et al.2026 · 0 citationsEnvironmental epidemiology (Philadelphia, Pa.). 2026;10(1):e456
Estimating the causal effect of redlining on present-day air pollution.41537609 · Zhou, Xiaodan, Yang, Shu, Reich, Brian J2026 · 0 citationsBiometrics. 2026;82(1)
Causal Spatial Quantile Regression2509.02294v1 · Yan Gong, Reetam Majumder, Brian J. Reich et al.2025 · 0 citationsarXiv
A nonstationary spatial model of PM2.5 with localized transfer learning from numerical model output2508.15978v2 · Wenlong Gong, Brian J. Reich, Joseph Guinness2025 · 2 citationsarXiv
PFAS in Rural U.S. Well Water: Using Participatory Science to Identify and Communicate Results to Address Risks.40773380 · Wood, Erica, Mulhern, Riley E, Gibson, Jacqueline MacDonald et al.2025 · 7 citationsEnvironmental science & technology. 2025;59(32):16852-16863
A Complete Density Correction using Normalizing Flows (CDC-NF) for CMIP6 GCMs.40702019 · Fang, Shiqi, Majumder, Reetam, Hector, Emily et al.2025 · 2 citationsScientific data. 2025;12(1):1279
Two-stage estimators for spatial confounding with point-referenced data.40705491 · Wiecha, Nate, Hoppin, Jane A, Reich, Brian J2025 · 6 citationsBiometrics. 2025;81(3)
A Spectral Confounder Adjustment for Spatial Regression with Multiple Exposures and Outcomes2506.09325v3 · Shih-Ni Prim, Yawen Guan, Shu Yang et al.2025 · 0 citationsarXiv
STACI: Spatio-Temporal Aleatoric Conformal Inference2505.21658v2 · Brandon R. Feng, David Keetae Park, Xihaier Luo et al.2025 · 0 citationsarXiv
Bayesian inference informed by parameter subset selection for a minimal PBPK brain model.40078152 · Dadashova, Kamala, Smith, Ralph C, Haider, Mansoor A et al.2025 · 3 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2025;383(2292):20240219
Mammal niches are not conserved over continental scales10.1101/2025.01.17.633640v1 · Goldstein, B. R., Pacifici, K., Jensen, A. J. et al.2025 · 2 citationsbioRxiv
A spatiotemporal optimization engine for prescribed burning in the Southeast US.42004859 · Majumder, Reetam, Terando, Adam J, Hiers, J Kevin et al.2026 · 1 citationEcological informatics. 2025;85
Distributed model building and recursive integration for big spatial data modeling.39798954 · Hector, Emily C, Reich, Brian J, Eloyan, Ani2025 · 1 citationBiometrics. 2025;81(1)
Density correction for multivariate spatial fields of global climate model output using deep learning2411.18799v3 · Reetam Majumder, Shiqi Fang, A. Sankarasubramanian et al.2024 · 1 citationarXiv
Amortized Bayesian Local Interpolation NetworK: Fast covariance parameter estimation for Gaussian Processes2411.06324v1 · Brandon R. Feng, Reetam Majumder, Brian J. Reich et al.2024 · 0 citationsarXiv
Mediation analysis of community context effects on heart failure using the survival R2D2 prior2411.04310v2 · Brandon R. Feng, Eric Yanchenko, K. Lloyd Hill et al.2024 · 0 citationsarXiv
Spatial causal inference in the presence of preferential sampling to study the impacts of marine protected areas2410.21213v2 · Dongjae Son, Brian J. Reich, Erin M. Schliep et al.2024 · 0 citationsarXiv
Respiratory and allergic outcomes among farmworkers exposed to pesticides in Costa Rica.39393699 · Rodríguez-Zamora, María G, Fuhrimann, Samuel, Winkler, Mirko S et al.2024 · 7 citationsThe Science of the total environment. 2024;954:176776
Associations between flood risk and US Census tract-level health outcomes.38844537 · Sheng, Alvin, Reich, Brian J, Messier, Kyle P2024 · 1 citationAmerican journal of epidemiology. 2024;193(10):1384-1391
Estimating spatially varying health effects of wildland fire smoke using mobile health data.39552750 · Wu, Lili, Gao, Chenyin, Yang, Shu et al.2025 · 0 citationsJournal of the Royal Statistical Society. Series C, Applied statistics. 2024;73(5):1242-1261
A Gaussian-process approximation to a spatial SIR process using moment closures and emulators.39036985 · Trostle, Parker, Guinness, Joseph, Reich, Brian J2024 · 3 citationsBiometrics. 2024;80(3)
The R2D2 prior for generalized linear mixed models.40256706 · Yanchenko, Eric, Bondell, Howard D, Reich, Brian J2026 · 9 citationsThe American statistician. 2025;79(1):40-49
Stochastic Gradient MCMC for Massive Geostatistical Data2405.04531v2 · Mohamed A. Abba, Brian J. Reich, Reetam Majumder et al.2024 · 0 citationsarXiv
Demonstrating the power and flexibility of variational assumptions for amortized neural posterior estimation in environmental applications2404.10899v2 · Elliot Maceda, Emily C. Hector, Amanda Lenzi et al.2024 · 1 citationarXiv
A Bayesian shrinkage estimator for transfer learning2403.17321v2 · Mohamed A. Abba, Jonathan P. Williams, Brian J. Reich2024 · 0 citationsarXiv
Fluorosurfactants in groundwater increase the incidence of chronic health conditions among California Medicare beneficiaries10.1101/2024.02.25.24303330v2 · Neas, L. M., Steinhardt, W., Hill, K. L. et al.2024 · 0 citationsmedRxiv
A diverse portfolio of marine protected areas can better advance global conservation and equity.38408235 · Gill, David A, Lester, Sarah E, Free, Christopher M et al.2024 · 44 citationsProceedings of the National Academy of Sciences of the United States of America. 2024;121(10):e2313205121
Measurement of Hydro-EVE and 6:2 FTS in Blood from Wilmington, North Carolina, Residents, 2017-2018.38306194 · Kotlarz, Nadine, McCord, James, Wiecha, Nate et al.2024 · 2 citationsEnvironmental health perspectives. 2024;132(2):27702
Reanalysis of PFO5DoA Levels in Blood from Wilmington, North Carolina, Residents, 2017-2018.38306196 · Kotlarz, Nadine, McCord, James, Wiecha, Nate et al.2024 · 14 citationsEnvironmental health perspectives. 2024;132(2):27701
Residential Structural Racism and Prevalence of Chronic Health Conditions.38127347 · Mohottige, Dinushika, Davenport, Clemontina A, Bhavsar, Nrupen et al.2023 · 58 citationsJAMA network open. 2023;6(12):e2348914
Modelling wildland fire burn severity in California using a spatial Super Learner approach2311.16187v1 · Nicholas Simafranca, Bryant Willoughby, Erin O'Neil et al.2023 · 8 citationsarXiv
Bivariate DeepKriging for Large-scale Spatial Interpolation of Wind Fields2307.08038v3 · Pratik Nag, Ying Sun, Brian J Reich2023 · 8 citationsarXiv
Semiparametric Estimation of the Shape of the Limiting Bivariate Point Cloud2306.13257v4 · Reetam Majumder, Benjamin A. Shaby, Brian J. Reich et al.2023 · 4 citationsarXiv
A cross-sectional analysis of medical conditions and environmental factors associated with fractional exhaled nitric oxide (FeNO) in women and children from the ISA birth cohort, Costa Rica.37356534 · Werthmann, Derek, van Wendel de Joode, Berna, Cuffney, Michael T et al.2023 · 3 citationsEnvironmental research. 2023;233:116449
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting2306.11472v1 · Pratik Nag, Ying Sun, Brian J Reich2023 · 34 citationsarXiv
Distributed Inference for Spatial Extremes Modeling in High Dimensions.38984070 · Hector, Emily C, Reich, Brian J2025 · 8 citationsJournal of the American Statistical Association. 2024;119(546):1297-1308
A nonparametric test of group distributional differences for hierarchically clustered functional data.36805970 · Long, Alexander S, Reich, Brian J, Staicu, Ana-Maria et al.2023 · 2 citationsBiometrics. 2023;79(4):3778-3791
Spatial regression modeling via the R2D2 framework2301.09951v2 · Eric Yanchenko, Howard D. Bondell, Brian J. Reich2023 · 8 citationsarXiv
Valid model-free spatial prediction.39045463 · Mao, Huiying, Martin, Ryan, Reich, Brian J2025 · 28 citationsJournal of the American Statistical Association. 2024;119(546):904-914
Spectral adjustment for spatial confounding.38500847 · Guan, Yawen, Page, Garritt L, Reich, Brian J et al.2024 · 21 citationsBiometrika. 2023;110(3):699-719
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