2024 journal article
A Gaussian-process approximation to a spatial SIR process using moment closures and emulators
BIOMETRICS, 80(3).
2024 journal article
A diverse portfolio of marine protected areas can better advance global conservation and equity
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 121(10).
2024 journal article
DEEPKRIGING: SPATIALLY DEPENDENT DEEP NEURAL NETWORKS FOR SPATIAL PREDICTION
STATISTICA SINICA, 34(1), 291–311.
2024 article
Estimating spatially varying health effects of wildland fire smoke using mobile health data
Wu, L., Gao, C., Yang, S., Reich, B. J., & Rappold, A. G. (2024, July 16). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, Vol. 7.
2024 journal article
MODELING EXTREMAL STREAMFLOW USING DEEP LEARNING APPROXIMATIONS AND A FLEXIBLE SPATIAL PROCESS
ANNALS OF APPLIED STATISTICS, 18(2), 1519–1542.
2024 article
Measurement of Hydro-EVE and 6:2 FTS in Blood from Wilmington, North Carolina, Residents, 2017-2018
Kotlarz, N., McCord, J., Wiecha, N., Weed, R. A., Cuffney, M., Enders, J. R., … Hoppin, J. A. (2024, February). ENVIRONMENTAL HEALTH PERSPECTIVES, Vol. 132.
2024 article
Modeling wildland fire burn severity in California using a spatial Super Learner approach
Simafranca, N., Willoughby, B., O'Neil, E., Farr, S., Reich, B. J., Giertych, N., … Pascolini-Campbell, M. A. (2024, March 22). ENVIRONMENTAL AND ECOLOGICAL STATISTICS, Vol. 3.
2024 article
Reanalysis of PFO5DoA Levels in Blood from Wilmington, North Carolina, Residents, 2017-2018
Kotlarz, N., McCord, J., Wiecha, N., Weed, R. A., Cuffney, M., Enders, J. R., … Hoppin, J. A. (2024, February). ENVIRONMENTAL HEALTH PERSPECTIVES, Vol. 132.
2024 journal article
Regime-based precipitation modeling: A spatio-temporal approach
SPATIAL STATISTICS, 60.
2024 article
The R2D2 Prior for Generalized Linear Mixed Models
Yanchenko, E., Bondell, H. D., & Reich, B. J. (2024, May 23). AMERICAN STATISTICIAN, Vol. 5.
2023 journal article
A Data-Fusion Approach to Assessing the Contribution of Wildland Fire Smoke to Fine Particulate Matter in California
REMOTE SENSING, 15(17).
2023 journal article
A PENALIZED COMPLEXITY PRIOR FOR DEEP BAYESIAN TRANSFER LEARNING WITH APPLICATION TO MATERIALS INFORMATICS
ANNALS OF APPLIED STATISTICS, 17(4), 3241–3256.
2023 journal article
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
ENVIRONMENTAL RESEARCH, 233.
2023 journal article
A deep learning synthetic likelihood approximation of a non-stationary spatial model for extreme streamflow forecasting
SPATIAL STATISTICS, 55.
2023 article
A nonparametric test of group distributional differences for hierarchically clustered functional data
Long, A. S., Reich, B. J., Staicu, A.-M., & Meitzen, J. (2023, March 13). BIOMETRICS, Vol. 3.
2023 journal article
Beyond Simple Trend Tests: Detecting Significant Changes in Design-Flood Quantiles
GEOPHYSICAL RESEARCH LETTERS, 50(13).
2023 journal article
Cretaceous climates: Mapping paleo-Koppen climatic zones using a Bayesian statistical analysis of lithologic, paleontologic, and geochemical proxies
PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY, 613.
2023 article
Distributed Inference for Spatial Extremes Modeling in High Dimensions
Hector, E. C., & Reich, B. J. (2023, April 12). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 4.
2023 article
Estimating atmospheric motion winds from satellite image data using space-time drift models
Sahoo, I., Guinness, J., & Reich, B. J. J. (2023, July 6). ENVIRONMETRICS, Vol. 7.
2023 journal article
Residential Structural Racism and Prevalence of Chronic Health Conditions
JAMA NETWORK OPEN, 6(12).
2023 article
Spatial regression modeling via the R2D2 framework
Yanchenko, E., Bondell, H. D., & Reich, B. J. (2023, October 27). ENVIRONMETRICS, Vol. 10.
2023 journal article
Spatio-temporal DeepKriging for interpolation and probabilistic forecasting
SPATIAL STATISTICS, 57.
2023 article
Valid Model-Free Spatial Prediction
Mao, H., Martin, R., & Reich, B. J. J. (2022, December 17). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 12.
2022 journal article
A SPATIAL CAUSAL ANALYSIS OF WILDLAND FIRE-CONTRIBUTED PM2.5 USING NUMERICAL MODEL OUTPUT
ANNALS OF APPLIED STATISTICS, 16(4), 2714–2731.
2022 article
A discrete-time survival model for porcine epidemic diarrhoea virus
Trostle, P., Corzo, C. A., Reich, B. J., & Machado, G. (2022, October 29). TRANSBOUNDARY AND EMERGING DISEASES, Vol. 10.
2022 journal article
Bayesian spatial modeling using random Fourier frequencies
SPATIAL STATISTICS, 48.
2022 article
Discussion on "Spatial plus : A novel approach to spatial confounding" by Dupont, Wood, and Augustin
Reich, B. J., Yang, S., & Guan, Y. (2022, March 30). BIOMETRICS, Vol. 3.
2022 journal article
Estimating intervention effects on infectious disease control: The effect of community mobility reduction on Coronavirus spread
SPATIAL STATISTICS, 52.
2022 journal article
Exposure to common-use pesticides, manganese, lead, and thyroid function among pregnant women from the Infants' Environmental Health (ISA) study, Costa Rica
SCIENCE OF THE TOTAL ENVIRONMENT, 810.
2022 article
Generalized propensity score approach to causal inference with spatial interference
Giffin, A., Reich, B. J., Yang, S., & Rappold, A. G. (2022, September 19). BIOMETRICS, Vol. 9.
2022 journal article
Kryging: geostatistical analysis of large-scale datasets using Krylov subspace methods
STATISTICS AND COMPUTING, 32(5).
2022 article
Nonparametric conditional density estimation in a deep learning framework for short-term forecasting (May, 10.1007/s10651-021-00499-z, 2021)
Huberman, D. B., Reich, B. J., & Bondell, H. D. (2022, August 26). ENVIRONMENTAL AND ECOLOGICAL STATISTICS, Vol. 8.
2022 journal article
Pyrimethanil and chlorpyrifos air concentrations and pregnant women's urinary metabolites in the Infants' Environmental Health Study (ISA) Costa Rica ,
ENVIRONMENT INTERNATIONAL, 166.
2022 article
Respiratory and allergic outcomes among 5-year-old children exposed to pesticides
Islam, J. Y., Hoppin, J., Mora, A. M., Soto-Martinez, M. E., Cordoba Gamboa, L., Penaloza Castaneda, J. E., … Joode, B. (2022, February 24). THORAX, Vol. 2.
2022 article
Soil Properties and Moisture Synergistically Influence Nontuberculous Mycobacterial Prevalence in Natural Environments of Hawai'i
Parsons, A. W., Dawrs, S. N., Nelson, S. T., Norton, G. J., Virdi, R., Hasan, N. A., … Honda, J. R. (2022, April 18). APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Vol. 4.
2022 article
Spectral adjustment for spatial confounding
Guan, Y., Page, G. L., Reich, B. J., Ventrucci, M., & Yang, S. (2022, December 21). BIOMETRIKA, Vol. 12.
2022 article
Statistical analysis of multi-day solar irradiance using a threshold time series model
Euan, C., Sun, Y., & Reich, B. J. (2022, January 20). ENVIRONMETRICS, Vol. 1.
2022 article
What drives spatially varying ecological relationships in a wide-ranging species?
Pease, B. S., Pacifici, K., Kays, R., & Reich, B. (2022, July 4). DIVERSITY AND DISTRIBUTIONS, Vol. 7.
2021 journal article
A BAYESIAN SEMI-PARAMETRIC MIXTURE MODEL FOR BIVARIATE EXTREME VALUE ANALYSIS WITH APPLICATION TO PRECIPITATION FORECASTING
STATISTICA SINICA, 31(3), 1619–1641.
2021 article
A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications
INTERNATIONAL STATISTICAL REVIEW, Vol. 5.
2021 journal article
A spatial Bayesian semiparametric mixture model for positive definite matrices with applications in diffusion tensor imaging
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 49(1), 129–149.
2021 article
A spatiotemporal recommendation engine for malaria control
Guan, Q., Reich, B. J., & Laber, E. B. (2021, April 10). BIOSTATISTICS, Vol. 4.
2021 article
Accounting for Location Measurement Error in Imaging Data With Application to Atomic Resolution Images of Crystalline Materials
Miller, M. J., Cabral, M. J., Dickey, E. C., LeBeau, J. M., & Reich, B. J. (2021, April 28). TECHNOMETRICS, Vol. 4.
2021 article
Bayesian nonparametric quantile process regression and estimation of marginal quantile effects
Xu, S. G., & Reich, B. J. (2021, November 10). BIOMETRICS, Vol. 11.
2021 article
Bayesian variable selection for high-dimensional rank data
Cui, C., Singh, S. P., Staicu, A.-M., & Reich, B. J. (2021, May 24). ENVIRONMETRICS, Vol. 5.
2021 journal article
Deep distribution regression
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 159.
2021 article
Environmental exposures contribute to respiratory and allergic symptoms among women living in the banana growing regions of Costa Rica
Alhanti, B., Joode, B. van W., Martinez, M. S., Mora, A. M., Gamboa, L. C., Reich, B., … Hoppin, J. A. (2021, December 30). OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, Vol. 12.
2021 article
Flexible and Fast Spatial Return Level Estimation Via a Spatially Fused Penalty
Sass, D., Li, B., & Reich, B. J. (2021, July 18). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 7.
2021 journal article
Geostatistical modeling of positive-definite matrices: An application to diffusion tensor imaging
BIOMETRICS, 78(2), 548–559.
2021 journal article
Landscape‐level variation in <i>Bt crops predict <scp> <i>Helicoverpa ze <scp> <i>a ( <scp>Lepidoptera: Noctuidae ) resistance in cotton agroecosystems
Landscape‐level variation in Bt crops predict . Pest Management Science, 77(12), 5454–5462.
2021 journal article
Long-term, medium spatial resolution annual land surface phenology with a Bayesian hierarchical model
REMOTE SENSING OF ENVIRONMENT, 261.
2021 journal article
Multi-model penalized regression
STATISTICAL ANALYSIS AND DATA MINING, 14(6), 698–722.
2021 article
Multisensor fusion of remotely sensed vegetation indices using space-time dynamic linear models
Johnson, M. C., Reich, B. J., & Gray, J. M. (2021, May 21). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, Vol. 5.
2021 journal article
Multivariate spatial prediction of air pollutant concentrations with INLA
ENVIRONMENTAL RESEARCH COMMUNICATIONS, 3(10).
2021 article
Nonparametric conditional density estimation in a deep learning framework for short-term forecasting
Huberman, D. B., Reich, B. J., & Bondell, H. D. (2021, May 20). ENVIRONMENTAL AND ECOLOGICAL STATISTICS, Vol. 5.
2021 journal article
Soybeans as a non-Bt refuge for Helicoverpa zea in maize-cotton agroecosystems
Agriculture, Ecosystems & Environment, 322, 107642.
2021 article
Spatial Shrinkage Via the Product Independent Gaussian Process Prior
Roy, A., Reich, B. J., Guinness, J., Shinohara, R. T., & Staicu, A.-M. (2021, June 16). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 6.
2020 article
A deep learning approach to identify smoke plumes in satellite imagery in near-real time for health risk communication
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY.
2020 journal article
Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 117(538), 862–874.
2020 journal article
Estimating the drivers of species distributions with opportunistic data using mediation analysis
ECOSPHERE, 11(6).
2020 journal article
Global forensic geolocation with deep neural networks
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 69(4), 909–929.
2020 journal article
INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH
ANNALS OF APPLIED STATISTICS, 14(4), 1945–1963.
2020 journal article
Sequential Optimization in Locally Important Dimensions
TECHNOMETRICS, 63(2), 236–248.
2020 journal article
Spatiotemporal signal detection using continuous shrinkage priors
STATISTICS IN MEDICINE, 39(13), 1817–1832.
2020 journal article
Statistical Downscaling with Spatial Misalignment: Application to Wildland Fire PM2.5 Concentration Forecasting
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 26(1), 23–44.
2020 journal article
Transitioning Machine Learning from Theory to Practice in Natural Resources Management
Ecological Modelling, 435, 109257.
2020 journal article
Use of standardized bioinformatics for the analysis of fungal DNA signatures applied to sample provenance
FORENSIC SCIENCE INTERNATIONAL, 310.
2019 journal article
A Bayesian multivariate functional model with spatially varying coefficient approach for modeling hurricane track data
SPATIAL STATISTICS, 29, 351–365.
2019 journal article
A Feed Forward Neural Network Based on Model Output Statistics for Short-Term Hurricane Intensity Prediction
WEATHER AND FORECASTING, 34(4), 985–997.
2019 journal article
A multivariate spatial skew-t process for joint modeling of extreme precipitation indexes
ENVIRONMETRICS, 31(3).
2019 journal article
A spatial kernel density method to estimate the diet composition of fish
CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 76(2), 249–267.
2019 journal article
Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1066–1078.
2019 journal article
Complete spatial model calibration
The Annals of Applied Statistics, 13(2), 746–766.
2019 article
Conference report: 2018 materials and data science hackathon (MATDAT18)
Ferguson, A. L., Mueller, T., Rajasekaran, S., & Reich, B. J. (2019, June 1). MOLECULAR SYSTEMS DESIGN & ENGINEERING, Vol. 4, pp. 462–468.
2019 journal article
Exploration and Inference in Spatial Extremes Using Empirical Basis Functions
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 24(4), 555–572.
2019 journal article
Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1111–1124.
2019 article
Guest Editors' Introduction to the Special Issue on "Climate and the Earth System"
Hammerling, D., & Reich, B. J. (2019, September). JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, Vol. 24, pp. 395–397.
2019 journal article
MIMIX: A Bayesian Mixed-Effects Model for Microbiome Data From Designed Experiments
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 599–609.
2019 journal article
Resolving misaligned spatial data with integrated species distribution models
ECOLOGY, 100(6).
2019 journal article
SPARSE BAYESIAN ADDITIVE NONPARAMETRIC REGRESSION WITH APPLICATION TO HEALTH EFFECTS OF PESTICIDES MIXTURES
STATISTICA SINICA, 30(1), 55–79.
2019 journal article
Spatial Signal Detection Using Continuous Shrinkage Priors
TECHNOMETRICS, 61(4), 494–506.
2019 journal article
The recent past and promising future for data integration methods to estimate species' distributions
METHODS IN ECOLOGY AND EVOLUTION, 10(1), 22–37.
2019 article
The use of Bayesian inference in the characterization of materials and thin films
ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, Vol. 75, pp. A211–A211.
2018 journal article
A Spatial Markov Model for Climate Extremes
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(1), 117–126.
2018 journal article
A TEST FOR ISOTROPY ON A SPHERE USING SPHERICAL HARMONIC FUNCTIONS
STATISTICA SINICA, 29(3), 1253–1276.
2018 journal article
A functional data analysis of spatiotemporal trends and variation in fine particulate matter
ATMOSPHERIC ENVIRONMENT, 184, 233–243.
2018 journal article
A non-parametric bootstrapping framework embedded in a toolkit for assessing water quality model performance
Environmental Modelling & Software, 107, 25–33.
2018 journal article
Avian response to shade-layer restoration in coffee plantations in Puerto Rico
RESTORATION ECOLOGY, 26(6), 1212–1220.
2018 journal article
Integrating auxiliary data in optimal spatial design for species distribution modelling
METHODS IN ECOLOGY AND EVOLUTION, 9(6), 1626–1637.
2018 journal article
Precision maps for public health
Nature, 555(7694), 32–33.
2018 journal article
Relationships between urban green land cover and human health at different spatial resolutions
Urban Ecosystems, 22(2), 315–324.
2018 journal article
Spatial regression with an informatively missing covariate: Application to mapping fine particulate matter
Environmetrics, 29(4), e2499.
2018 journal article
The links between agriculture, Anopheles mosquitoes, and malaria risk in children younger than 5 years in the Democratic Republic of the Congo: a population-based, cross-sectional, spatial study
The Lancet Planetary Health, 2(2), e74–e82.
2017 journal article
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints
STATISTICAL ANALYSIS AND DATA MINING, 10(6), 393–409.
2017 journal article
A Space-Time Skew-t Model for Threshold Exceedances
BIOMETRICS, 73(3), 749–758.
2017 journal article
A multivariate dynamic spatial factor model for speciated pollutants and adverse birth outcomes
International Journal of Environmental Research and Public Health, 14(9).
2017 journal article
A spatial model for rare binary events
ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 24(4), 485–504.
2017 journal article
A spatio-temporal model for longitudinal image-on-image regression
Statistics in Biosciences, 11(1), 22–46.
2017 journal article
Characterizing Sources of Uncertainty from Global Climate Models and Downscaling Techniques
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 56(12), 3245–3262.
2017 journal article
Correlating Local Chemistry and Local Cation Displacements in the Relaxor Ferroelectric PMN
Microscopy and Microanalysis, 23(S1), 1616–1617.
Contributors: M. Cabral n, S. Zhang *, J. Chi n, n , E. Dickey n & J. LeBeau n
2017 journal article
Fully Bayesian spectral methods for imaging data
BIOMETRICS, 74(2), 645–652.
2017 journal article
How predictable is plastic damage at the atomic scale?
Applied Physics Letters, 110(9), 091902.
2017 journal article
Impacts of fire smoke plumes on regional air quality, 2006-2013
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 28(4), 319–327.
2017 journal article
Optimal seed deployment under climate change using spatial models: Application to loblolly pine in the Southeastern US
Journal of the American Statistical Association, 112(519), 909–920.
2017 journal article
Scalar-on-image regression via the soft-thresholded Gaussian process
BIOMETRIKA, 105(1), 165–184.
2017 journal article
Statistical and image analysis for characterizing simulated atomic-scale damage in crystals
COMPUTATIONAL MATERIALS SCIENCE, 135, 119–126.
2017 journal article
Using spatial cross-correlation image analysis to characterize the influence of strain rate on plastic damage in molecular dynamics simulations
Modelling and Simulation in Materials Science and Engineering, 25(7).
2016 journal article
A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 21(3), 569–587.
2016 journal article
A MARKOV-SWITCHING MODEL FOR HEAT WAVES
ANNALS OF APPLIED STATISTICS, 10(1), 74–93.
2016 journal article
A spatial-temporal double-hurdle model for extremely over-dispersed avian count data
SPATIAL STATISTICS, 18, 263–275.
2016 journal article
Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition times comment
Journal of the American Statistical Association, 111(515), 936–942.
2016 journal article
Climate change impacts on projections of excess mortality at 2030 using spatially varying ozone-temperature risk surfaces
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 27(1), 118–124.
2016 journal article
Comment
Journal of the American Statistical Association, 111(515), 936–942.
2016 journal article
DATA MINING TO INVESTIGATE THE METEOROLOGICAL DRIVERS FOR EXTREME GROUND LEVEL OZONE EVENTS
ANNALS OF APPLIED STATISTICS, 10(3), 1673–1698.
2016 journal article
Integrating multiple data sources in species distribution modeling: a framework for data fusion
ECOLOGY, 98(3), 840–850.
2016 journal article
Quantile regression for epidemiological applications
Handbook of Spatial Epidemiology, 239–249.
2016 journal article
Spatial prediction of crystalline defects observed in molecular dynamic simulations of plastic damage
JOURNAL OF APPLIED STATISTICS, 44(10), 1761–1784.
2016 journal article
Spatiotemporal Modeling of Node Temperatures in Supercomputers
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 112(517), 92–108.
2016 chapter
Uncertainty Quantification and Propagation for Projections of Extremes in Monthly Area Burned Under Climate Change: A Case Study in the Coastal Plain of Georgia, USA
In NATURAL HAZARD UNCERTAINTY ASSESSMENT: MODELING AND DECISION SUPPORT (Vol. 223, pp. 245–256).
Contributors: A. Terando n, n , K. Pacifici n , J. Costanza n , A. Mc n & J. Collazo n
2016 journal article
Urban Vegetative Cover Fragmentation in the US Associations With Physical Activity and BMI
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 50(4), 509–517.
2016 journal article
Use of Bayesian Inference in Crystallographic Structure Refinement via Full Diffraction Profile Analysis
Scientific Reports, 6(1), 31625.
Contributors: C. Fancher n, Z. Han n, I. Levin *, K. Page *, n , R. Smith n , A. Wilson n , J. Jones n
2015 journal article
A Multiresolution Approach to Estimating the Value Added by Regional Climate Models
JOURNAL OF CLIMATE, 28(22), 8873–8887.
2015 journal article
A marginal cure rate proportional hazards model for spatial survival data
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 64(4), 673–691.
2015 journal article
Assessment of critical exposure and outcome windows in time-to-event analysis with application to air pollution and preterm birth study
BIOSTATISTICS, 16(3), 509–521.
2015 journal article
Estimating Spatially Varying Severity Thresholds of a Forest Fire Danger Rating System Using Max-Stable Extreme-Event Modeling
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 54(2), 395–407.
2015 journal article
Fungi Identify the Geographic Origin of Dust Samples
PLOS ONE, 10(4), e0122605.
Contributors: N. Grantham n, n , K. Pacifici n , E. Laber n, H. Menninger n, J. Henley *, A. Barberán *, J. Leff*, N. Fierer *, R. Dunn n
Ed(s): A. Rokas
2015 journal article
Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques
TECHNOMETRICS, 57(4), 535–546.
2015 journal article
Modeling Climate Change Effects on the Height Growth of Loblolly Pine
Forest Science, 61(4), 703–715.
2015 journal article
Multilevel quantile function modeling with application to birth outcomes
BIOMETRICS, 71(2), 508–519.
2015 journal article
Multiple window discrete scan statistic for higher-order Markovian sequences
JOURNAL OF APPLIED STATISTICS, 42(8), 1690–1705.
2015 journal article
Occupancy estimation for rare species using a spatially-adaptive sampling design
METHODS IN ECOLOGY AND EVOLUTION, 7(3), 285–293.
2015 journal article
QUANTILE REGRESSION FOR MIXED MODELS WITH AN APPLICATION TO EXAMINE BLOOD PRESSURE TRENDS IN CHINA
ANNALS OF APPLIED STATISTICS, 9(3), 1226–1246.
2015 article
Spatial Bayesian Nonparametric Methods
NONPARAMETRIC BAYESIAN INFERENCE IN BIOSTATISTICS, pp. 347–357.
2014 journal article
A Spectral Method for Spatial Downscaling
BIOMETRICS, 70(4), 932–942.
2014 journal article
A spatial capture-recapture model for territorial species
Environmetrics, 25(8), 630–637.
2014 journal article
Confounder Selection via Penalized Credible Regions
BIOMETRICS, 70(4), 852–861.
2014 journal article
Estimation and Prediction in Spatial Models With Block Composite Likelihoods
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 23(2), 295–315.
2014 journal article
False discovery control in large-scale spatial multiple testing
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 77(1), 59–83.
2014 journal article
Hierarchical Dose-Response Modeling for High-Throughput Toxicity Screening of Environmental Chemicals
BIOMETRICS, 70(1), 237–246.
Contributors: A. Wilson n, D. Reif n & n
2014 journal article
MODELING THE EFFECT OF TEMPERATURE ON OZONE-RELATED MORTALITY
ANNALS OF APPLIED STATISTICS, 8(3), 1728–1749.
2014 journal article
Partially supervised spatiotemporal clustering for burglary crime series identification
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 178(2), 465–480.
2014 journal article
Spatial Variable Selection Methods for Investigating Acute Health Effects of Fine Particulate Matter Components
BIOMETRICS, 71(1), 167–177.
2013 journal article
A Hierarchical Model for Serially-Dependent Extremes: A Study of Heat Waves in the Western US
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 19(1), 119–135.
2013 journal article
A Nonparametric Spatial Model for Periodontal Data With Nonrandom Missingness
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(503), 820–831.
2013 journal article
A spatial time-to-event approach for estimating associations between air pollution and preterm birth
Journal of the Royal Statistical Society. Series C, Applied Statistics, 62, 167–179.
2013 journal article
Analysis of computationally demanding models with continuous and categorical inputs
RELIABILITY ENGINEERING & SYSTEM SAFETY, 113, 30–41.
2013 journal article
Bayesian Quantile Regression for Censored Data
BIOMETRICS, 69(3), 651–660.
2013 journal article
Bridging Conditional and Marginal Inference for Spatially Referenced Binary Data
BIOMETRICS, 69(2), 545–554.
2013 journal article
Comparing exposure metrics for the effects of fine particulate matter on emergency hospital admissions
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 23(6), 627–636.
Contributors: E. Mannshardt n, K. Sucic n, W. Jiao n, F. Dominici *, H. Frey n, n , M. Fuentes n
2013 article
DISCUSSION OF "ESTIMATING THE HISTORICAL AND FUTURE PROBABILITIES OF LARGE TERRORIST EVENTS" BY AARON CLAUSET AND RYAN WOODARD
Reich, B. J., & Porter, M. D. (2013, December). ANNALS OF APPLIED STATISTICS, Vol. 7, pp. 1871–1875.
2013 journal article
EXTREME VALUE ANALYSIS FOR EVALUATING OZONE CONTROL STRATEGIES
ANNALS OF APPLIED STATISTICS, 7(2), 739–762.
2013 journal article
Multivariate spatial nonparametric modelling via kernel processes mixing
Statistica Sinica, 23(1), 75–97.
2012 journal article
A Bayesian approach to probabilistic streamflow forecasts
JOURNAL OF HYDROINFORMATICS, 15(2), 381–391.
2012 journal article
A HIERARCHICAL MAX-STABLE SPATIAL MODEL FOR EXTREME PRECIPITATION
ANNALS OF APPLIED STATISTICS, 6(4), 1430–1451.
2012 journal article
Bayesian Analysis of a Reduced-Form Air Quality Model
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 46(14), 7604–7611.
2012 journal article
Bayesian spatial extreme value analysis to assess the changing risk of concurrent high temperatures across large portions of European cropland
ENVIRONMETRICS, 23(8), 638–648.
2012 journal article
Consistent High-Dimensional Bayesian Variable Selection via Penalized Credible Regions
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 107(500), 1610–1624.
2012 journal article
Discussion of "Statistical modeling of spatial extremes" by A. C. Davison, S. A. Padoan and M. Ribatet
Statistical Science, 27(2), 187–201.
2012 journal article
Evaluating temporally weighted kernel density methods for predicting the next event location in a series
Annals of GIS, 18(3), 225–240.
2012 journal article
Functional data analysis of mandibular movement using third-degree b-spline basis functions and self-modeling regression
Orthodontic Waves, 71(1), 17–25.
2012 journal article
Nonparametric Bayesian models for a spatial covariance
STATISTICAL METHODOLOGY, 9(1-2), 265–274.
2012 journal article
Nonparametric spatial models for extremes: application to extreme temperature data
EXTREMES, 16(1), 75–101.
2012 journal article
Spatial health effects analysis with uncertain residential locations
STATISTICAL METHODS IN MEDICAL RESEARCH, 23(2), 156–168.
2012 journal article
Spatiotemporal quantile regression for detecting distributional changes in environmental processes
Journal of the Royal Statistical Society. Series C, Applied Statistics, 61, 535–553.
2012 journal article
Variable selection for high dimensional Bayesian density estimation: application to human exposure simulation
Journal of the Royal Statistical Society. Series C, Applied Statistics, 61, 47–66.
2011 journal article
Bayesian Spatial Quantile Regression
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 106(493), 6–20.
2011 journal article
Bayesian geostatistical modelling with informative sampling locations
BIOMETRIKA, 98(1), 35–48.
2011 article
Chang et al. Respond to "Environmental Exposures and Preterm Birth"
Chang, H. H., Reich, B. J., & Miranda, M. L. (2012, January 15). AMERICAN JOURNAL OF EPIDEMIOLOGY, Vol. 175, pp. 111–112.
2011 journal article
Circular conditional autoregressive modeling of vector fields
ENVIRONMETRICS, 23(1), 46–53.
2011 article
Guest Editors' Introduction to the Special Issue on "Computer Models and Spatial Statistics for Environmental Science"
Reich, B. J., & Haran, M. (2011, December). JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, Vol. 16, pp. 451–452.
2011 journal article
Social inequalities in residential exposure to road traffic noise: An environmental justice analysis based on the RECORD Cohort Study
OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, 68(5), 366–374.
2011 journal article
Surface estimation, variable selection, and the nonparametric oracle property
Statistica Sinica, 21(2), 679–705.
2010 journal article
A LATENT FACTOR MODEL FOR SPATIAL DATA WITH INFORMATIVE MISSINGNESS
ANNALS OF APPLIED STATISTICS, 4(1), 439–459.