Brian J Reich

A SPATIAL CAUSAL ANALYSIS OF WILDLAND FIRE-CONTRIBUTED PM2.5 USING NUMERICAL MODEL OUTPUT

ANNALS OF APPLIED STATISTICS, 16(4), 2714–2731.

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.

Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 117(538), 862–874.

Bayesian spatial modeling using random Fourier frequencies

SPATIAL STATISTICS, 48.

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.

Estimating intervention effects on infectious disease control: The effect of community mobility reduction on Coronavirus spread

SPATIAL STATISTICS, 52.

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.

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.

Geostatistical modeling of positive-definite matrices: An application to diffusion tensor imaging

BIOMETRICS, 78(2), 548–559.

Kryging: geostatistical analysis of large-scale datasets using Krylov subspace methods

STATISTICS AND COMPUTING, 32(5).

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.

Pyrimethanil and chlorpyrifos air concentrations and pregnant women's urinary metabolites in the Infants' Environmental Health Study (ISA) Costa Rica ,

ENVIRONMENT INTERNATIONAL, 166.

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.

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.

Spectral adjustment for spatial confounding

Guan, Y., Page, G. L., Reich, B. J., Ventrucci, M., & Yang, S. (2022, December 21). BIOMETRIKA, Vol. 12.

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.

Valid Model-Free Spatial Prediction

Mao, H., Martin, R., & Reich, B. J. J. (2022, December 17). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 12.

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.

A BAYESIAN SEMI-PARAMETRIC MIXTURE MODEL FOR BIVARIATE EXTREME VALUE ANALYSIS WITH APPLICATION TO PRECIPITATION FORECASTING

STATISTICA SINICA, 31(3), 1619–1641.

A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications

INTERNATIONAL STATISTICAL REVIEW, Vol. 5.

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.

A spatiotemporal recommendation engine for malaria control

Guan, Q., Reich, B. J., & Laber, E. B. (2021, April 10). BIOSTATISTICS, Vol. 4.

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.

Bayesian nonparametric quantile process regression and estimation of marginal quantile effects

Xu, S. G., & Reich, B. J. (2021, November 10). BIOMETRICS, Vol. 11.

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.

Deep distribution regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 159.

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.

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.

Landscape-level variation in Bt crops predict Helicoverpa zea (Lepidoptera: Noctuidae) resistance in cotton agroecosystems

Dorman, S. J., Hopperstad, K. A., Reich, B. J., Majumder, S., Kennedy, G., Reisig, D. D., … Huseth, A. S. (2021, August 18). PEST MANAGEMENT SCIENCE, Vol. 8.

Long-term, medium spatial resolution annual land surface phenology with a Bayesian hierarchical model

REMOTE SENSING OF ENVIRONMENT, 261.

Multi-model penalized regression

STATISTICAL ANALYSIS AND DATA MINING, 14(6), 698–722.

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.

Multivariate spatial prediction of air pollutant concentrations with INLA

ENVIRONMENTAL RESEARCH COMMUNICATIONS, 3(10).

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.

Sequential Optimization in Locally Important Dimensions

TECHNOMETRICS, 63(2), 236–248.

Soybeans as a non-Bt refuge for Helicoverpa zea in maize-cotton agroecosystems

AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 322.

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.

Statistical Downscaling with Spatial Misalignment: Application to Wildland Fire PM2.5 Concentration Forecasting

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 26(1), 23–44.

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.

A multivariate spatial skew-t process for joint modeling of extreme precipitation indexes

ENVIRONMETRICS, 31(3).

Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1066–1078.

Estimating the drivers of species distributions with opportunistic data using mediation analysis

ECOSPHERE, 11(6).

Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1111–1124.

Global forensic geolocation with deep neural networks

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 69(4), 909–929.

INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH

ANNALS OF APPLIED STATISTICS, 14(4), 1945–1963.

MIMIX: A Bayesian Mixed-Effects Model for Microbiome Data From Designed Experiments

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 599–609.

SPARSE BAYESIAN ADDITIVE NONPARAMETRIC REGRESSION WITH APPLICATION TO HEALTH EFFECTS OF PESTICIDES MIXTURES

STATISTICA SINICA, 30(1), 55–79.

Spatiotemporal signal detection using continuous shrinkage priors

STATISTICS IN MEDICINE, 39(13), 1817–1832.

Transitioning Machine Learning from Theory to Practice in Natural Resources Management

ECOLOGICAL MODELLING, 435.

Use of standardized bioinformatics for the analysis of fungal DNA signatures applied to sample provenance

FORENSIC SCIENCE INTERNATIONAL, 310.

A Bayesian multivariate functional model with spatially varying coefficient approach for modeling hurricane track data

SPATIAL STATISTICS, 29, 351–365.

A Feed Forward Neural Network Based on Model Output Statistics for Short-Term Hurricane Intensity Prediction

WEATHER AND FORECASTING, 34(4), 985–997.

A Spatial Markov Model for Climate Extremes

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(1), 117–126.

A TEST FOR ISOTROPY ON A SPHERE USING SPHERICAL HARMONIC FUNCTIONS

STATISTICA SINICA, 29(3), 1253–1276.

A spatial kernel density method to estimate the diet composition of fish

CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 76(2), 249–267.

A spatio-temporal model for longitudinal image-on-image regression

Statistics in Biosciences, 11(1), 22–46.

Complete spatial model calibration

The Annals of Applied Statistics, 13(2), 746–766.

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.

Exploration and Inference in Spatial Extremes Using Empirical Basis Functions

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 24(4), 555–572.

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.

Resolving misaligned spatial data with integrated species distribution models

ECOLOGY, 100(6).

Spatial Signal Detection Using Continuous Shrinkage Priors

TECHNOMETRICS, 61(4), 494–506.

The recent past and promising future for data integration methods to estimate species' distributions

METHODS IN ECOLOGY AND EVOLUTION, 10(1), 22–37.

The use of Bayesian inference in the characterization of materials and thin films

ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, Vol. 75, pp. A211–A211.

A functional data analysis of spatiotemporal trends and variation in fine particulate matter

ATMOSPHERIC ENVIRONMENT, 184, 233–243.

A non-parametric bootstrapping framework embedded in a toolkit for assessing water quality model performance

Environmental Modelling & Software, 107, 25–33.

Avian response to shade-layer restoration in coffee plantations in Puerto Rico

RESTORATION ECOLOGY, 26(6), 1212–1220.

Fully Bayesian spectral methods for imaging data

BIOMETRICS, 74(2), 645–652.

Impacts of fire smoke plumes on regional air quality, 2006-2013

JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 28(4), 319–327.

Integrating auxiliary data in optimal spatial design for species distribution modelling

METHODS IN ECOLOGY AND EVOLUTION, 9(6), 1626–1637.

Precision maps for public health

Nature, 555(7694), 32–33.

Relationships between urban green land cover and human health at different spatial resolutions

Urban Ecosystems, 22(2), 315–324.

Scalar-on-image regression via the soft-thresholded Gaussian process

BIOMETRIKA, 105(1), 165–184.

Spatial regression with an informatively missing covariate: Application to mapping fine particulate matter

Environmetrics, 29(4), e2499.

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.

A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints

STATISTICAL ANALYSIS AND DATA MINING, 10(6), 393–409.

A Space-Time Skew-t Model for Threshold Exceedances

BIOMETRICS, 73(3), 749–758.

A multivariate dynamic spatial factor model for speciated pollutants and adverse birth outcomes

International Journal of Environmental Research and Public Health, 14(9).

A spatial model for rare binary events

ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 24(4), 485–504.

Characterizing Sources of Uncertainty from Global Climate Models and Downscaling Techniques

JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 56(12), 3245–3262.

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.

Correlating Local Chemistry and Local Cation Displacements in the Relaxor Ferroelectric PMN

Microscopy and Microanalysis, 23(S1), 1616–1617.

How predictable is plastic damage at the atomic scale?

Applied Physics Letters, 110(9), 091902.

Integrating multiple data sources in species distribution modeling: a framework for data fusion

ECOLOGY, 98(3), 840–850.

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.

Spatial prediction of crystalline defects observed in molecular dynamic simulations of plastic damage

JOURNAL OF APPLIED STATISTICS, 44(10), 1761–1784.

Spatiotemporal Modeling of Node Temperatures in Supercomputers

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 112(517), 92–108.

Statistical and image analysis for characterizing simulated atomic-scale damage in crystals

COMPUTATIONAL MATERIALS SCIENCE, 135, 119–126.

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).

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).

A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 21(3), 569–587.

A MARKOV-SWITCHING MODEL FOR HEAT WAVES

ANNALS OF APPLIED STATISTICS, 10(1), 74–93.

A spatial-temporal double-hurdle model for extremely over-dispersed avian count data

SPATIAL STATISTICS, 18, 263–275.

Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition times comment

Journal of the American Statistical Association, 111(515), 936–942.

Comment

Journal of the American Statistical Association, 111(515), 936–942.

DATA MINING TO INVESTIGATE THE METEOROLOGICAL DRIVERS FOR EXTREME GROUND LEVEL OZONE EVENTS

ANNALS OF APPLIED STATISTICS, 10(3), 1673–1698.

Occupancy estimation for rare species using a spatially-adaptive sampling design

METHODS IN ECOLOGY AND EVOLUTION, 7(3), 285–293.

Quantile regression for epidemiological applications

Handbook of Spatial Epidemiology, 239–249.

Urban Vegetative Cover Fragmentation in the US Associations With Physical Activity and BMI

AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 50(4), 509–517.

Use of Bayesian Inference in Crystallographic Structure Refinement via Full Diffraction Profile Analysis

Scientific Reports, 6(1), 31625.

A Multiresolution Approach to Estimating the Value Added by Regional Climate Models

JOURNAL OF CLIMATE, 28(22), 8873–8887.

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.

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.

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.

False discovery control in large-scale spatial multiple testing

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 77(1), 59–83.

Fungi Identify the Geographic Origin of Dust Samples

PLOS ONE, 10(4), e0122605.

Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques

TECHNOMETRICS, 57(4), 535–546.

Modeling Climate Change Effects on the Height Growth of Loblolly Pine

FOREST SCIENCE, 61(4), 703–715.

Multilevel quantile function modeling with application to birth outcomes

BIOMETRICS, 71(2), 508–519.

Multiple window discrete scan statistic for higher-order Markovian sequences

JOURNAL OF APPLIED STATISTICS, 42(8), 1690–1705.

Partially supervised spatiotemporal clustering for burglary crime series identification

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 178(2), 465–480.

QUANTILE REGRESSION FOR MIXED MODELS WITH AN APPLICATION TO EXAMINE BLOOD PRESSURE TRENDS IN CHINA

ANNALS OF APPLIED STATISTICS, 9(3), 1226–1246.

Spatial Bayesian Nonparametric Methods

NONPARAMETRIC BAYESIAN INFERENCE IN BIOSTATISTICS, pp. 347–357.

Spatial Variable Selection Methods for Investigating Acute Health Effects of Fine Particulate Matter Components

BIOMETRICS, 71(1), 167–177.

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.

A Spectral Method for Spatial Downscaling

BIOMETRICS, 70(4), 932–942.

A spatial capture-recapture model for territorial species

Environmetrics, 25(8), 630–637.

Confounder Selection via Penalized Credible Regions

BIOMETRICS, 70(4), 852–861.

Estimation and Prediction in Spatial Models With Block Composite Likelihoods

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 23(2), 295–315.

Hierarchical Dose-Response Modeling for High-Throughput Toxicity Screening of Environmental Chemicals

BIOMETRICS, 70(1), 237–246.

MODELING THE EFFECT OF TEMPERATURE ON OZONE-RELATED MORTALITY

ANNALS OF APPLIED STATISTICS, 8(3), 1728–1749.

Spatial health effects analysis with uncertain residential locations

STATISTICAL METHODS IN MEDICAL RESEARCH, 23(2), 156–168.

A Bayesian approach to probabilistic streamflow forecasts

JOURNAL OF HYDROINFORMATICS, 15(2), 381–391.

A Nonparametric Spatial Model for Periodontal Data With Nonrandom Missingness

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(503), 820–831.

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.

Analysis of computationally demanding models with continuous and categorical inputs

RELIABILITY ENGINEERING & SYSTEM SAFETY, 113, 30–41.

Bayesian Quantile Regression for Censored Data

BIOMETRICS, 69(3), 651–660.

Bridging Conditional and Marginal Inference for Spatially Referenced Binary Data

BIOMETRICS, 69(2), 545–554.

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.

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.

EXTREME VALUE ANALYSIS FOR EVALUATING OZONE CONTROL STRATEGIES

ANNALS OF APPLIED STATISTICS, 7(2), 739–762.

Multivariate spatial nonparametric modelling via kernel processes mixing

Statistica Sinica, 23(1), 75–97.

Nonparametric spatial models for extremes: application to extreme temperature data

EXTREMES, 16(1), 75–101.