Works (187)

Updated: February 2nd, 2024 05:19

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).

co-author countries: Argentina 🇦🇷 Canada 🇨🇦 Italy 🇮🇹 United States of America 🇺🇸
author keywords: Bayesian analysis; calibration; citizen science; spatiotemporal methods; spectral analysis
Sources: ORCID, Web Of Science
Added: September 3, 2023

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.

By: D. Werthmann n, B. Joode*, M. Cuffney n, B. Reich n, M. Soto-Martinez*, A. Corrales-Vargas*, L. Palomo-Cordero*, J. Penaloza-Castanedac, J. Hoppin n

co-author countries: Costa Rica 🇨🇷 United States of America 🇺🇸
author keywords: Asthma FeNO pesticides environment rhinitis; wheeze
Sources: Web Of Science, ORCID
Added: June 25, 2023

2023 journal article

A deep learning synthetic likelihood approximation of a non-stationary spatial model for extreme streamflow forecasting

SPATIAL STATISTICS, 55.

By: R. Majumder n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Climate change; Deep learning; Density regression; Gaussian process; Max -stable processes; Vecchia approximation
Sources: Web Of Science, ORCID
Added: June 19, 2023

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.

By: A. Long n, B. Reich n, A. Staicu n & J. Meitzen n

co-author countries: United States of America 🇺🇸
author keywords: bivariate functional data; functional data analysis; hierarchically clustered data; multivariate testing
Sources: Web Of Science, ORCID
Added: March 27, 2023

2023 journal article

Beyond Simple Trend Tests: Detecting Significant Changes in Design-Flood Quantiles

GEOPHYSICAL RESEARCH LETTERS, 50(13).

co-author countries: United States of America 🇺🇸
author keywords: design-flood estimation; trend tests; climate change; water-infrastructure safety; non-stationary flood
Sources: Web Of Science, ORCID
Added: July 19, 2023

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.

By: L. Burgener*, E. Hyland n, B. Reich n & C. Scotese*

co-author countries: United States of America 🇺🇸
author keywords: Paleoclimate; Cretaceous; Koppen; Palaeogeography; Bayesian statistics; Climate proxies; GIS
Sources: Web Of Science, ORCID
Added: October 10, 2023

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.

By: E. Hector n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Bias-variance tradeoff; Brown-Resnick process; Divide-and-conquer; Scalable computing
Sources: Web Of Science, ORCID
Added: May 9, 2023

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.

By: I. Sahoo*, J. Guinness* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: asymmetry; derived motion winds; GOES-15; local maximum likelihood estimation; spatial smoothing; spatio-temporal processes
Sources: Web Of Science, ORCID
Added: July 19, 2023

2023 article

Spatial regression modeling via the R2D2 framework

Yanchenko, E., Bondell, H. D., & Reich, B. J. (2023, October 27). ENVIRONMETRICS, Vol. 10.

By: E. Yanchenko n, H. Bondell* & B. Reich n

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
author keywords: Bayesian inference; coefficient-of-determination; Gaussian process; generalized beta prime distribution; penalized regression
Sources: Web Of Science, ORCID
Added: November 6, 2023

2023 journal article

Spatio-temporal DeepKriging for interpolation and probabilistic forecasting

SPATIAL STATISTICS, 57.

By: P. Nag*, Y. Sun* & B. Reich n

co-author countries: Saudi Arabia 🇸🇦 United States of America 🇺🇸
author keywords: Deep learning; Feature embedding; Long-short term memory forecasting; Quantile machine learning; Radial basis function; Spatio-temporal modeling
Sources: Web Of Science, ORCID
Added: October 30, 2023

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.

By: A. Larsen*, S. Yang n, B. Reich n & A. Rappold*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian analysis; downscaling; interference; spillover effect
Sources: Web Of Science, ORCID
Added: November 14, 2022

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.

By: P. Trostle n, C. Corzo*, B. Reich n & G. Machado n

co-author countries: United States of America 🇺🇸
author keywords: local transmission; PED; porcine epidemic disease
MeSH headings : Animals; United States / epidemiology; Swine; Porcine epidemic diarrhea virus; Bayes Theorem; Coronavirus Infections / epidemiology; Coronavirus Infections / prevention & control; Coronavirus Infections / veterinary; Swine Diseases / epidemiology; Swine Diseases / prevention & control; Movement
Sources: Web Of Science, ORCID
Added: October 12, 2022

2022 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.

By: Y. Zhang*, B. Naughton n, H. Bondell* & B. Reich n

co-author countries: Australia 🇦🇺 Hong Kong 🇭🇰 United States of America 🇺🇸
author keywords: Beta-prime distribution; Coefficient of determination; Global-local shrinkage; High-dimensional regression
Sources: Web Of Science, ORCID
Added: November 30, 2020

2022 journal article

Bayesian spatial modeling using random Fourier frequencies

SPATIAL STATISTICS, 48.

By: M. Miller n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian statistics; Low-rank approximations; Spectral methods; Hamiltonian Monte Carlo
Sources: Web Of Science, ORCID
Added: May 16, 2022

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.

By: B. Reich n, S. Yang n & Y. Guan*

co-author countries: United States of America 🇺🇸
MeSH headings : Models, Statistical
Sources: Web Of Science, ORCID
Added: April 8, 2022

2022 journal article

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

SPATIAL STATISTICS, 52.

By: A. Giffin n, W. Gong n, S. Majumder*, A. Rappold*, B. Reich n & S. Yang n

co-author countries: United States of America 🇺🇸
author keywords: Causal inference; COVID-19; Spatiotemporal modeling; SIR model
Sources: Web Of Science, ORCID
Added: November 21, 2022

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.

By: A. Vargas*, J. Castaneda*, E. Liljedahl*, A. Mora*, J. Menezes-Filho*, D. Smith*, D. Mergler*, B. Reich n ...

co-author countries: Brazil 🇧🇷 Canada 🇨🇦 Costa Rica 🇨🇷 Sweden 🇸🇪 United States of America 🇺🇸
author keywords: Thyroid function; Endocrine disruptors; Pesticides; Metals; Latin America
MeSH headings : Bayes Theorem; Costa Rica; Environmental Exposure / adverse effects; Female; Humans; Infant; Lead / adverse effects; Manganese / adverse effects; Pesticides / adverse effects; Pregnancy; Pregnant Women; Thyroid Gland / physiopathology; Thyrotropin; Thyroxine; Triiodothyronine
Sources: Web Of Science, ORCID
Added: April 4, 2022

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.

By: A. Giffin n, B. Reich n, S. Yang n & A. Rappold*

co-author countries: United States of America 🇺🇸
author keywords: air pollution; causal inference; interference; spatial process; wildfire
Sources: Web Of Science, ORCID
Added: October 3, 2022

2022 journal article

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

BIOMETRICS, 78(2), 548–559.

By: Z. Lan*, B. Reich, J. Guinness, D. Bandyopadhyay, L. Ma & F. Moeller

author keywords: Cholesky decomposition; diffusion tensor imaging; geostatistical modeling; positive‐ definite matrix; spatial random fields; spatial Wishart process
MeSH headings : Computer Simulation; Diffusion Tensor Imaging; Normal Distribution; Stochastic Processes
Sources: Web Of Science, ORCID
Added: March 8, 2021

2022 journal article

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

STATISTICS AND COMPUTING, 32(5).

By: S. Majumder n, Y. Guan*, B. Reich n & A. Saibaba n

co-author countries: United States of America 🇺🇸
author keywords: Approximate inference; Profile likelihood; Block Toeplitz matrix; Fast Fourier transform; Krylov subspace methods; Golub-Kahan bidiagonalization
Sources: Web Of Science, ORCID
Added: September 19, 2022

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.

By: D. Huberman n, B. Reich n & H. Bondell*

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: September 6, 2022

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.

By: A. Giffin n, J. Hoppin n, L. Cordoba*, K. Solano-Diaz*, C. Ruepert*, J. Penaloza-Castaneda*, C. Lindh*, B. Reich n, B. Joode*

co-author countries: Costa Rica 🇨🇷 Sweden 🇸🇪 United States of America 🇺🇸
author keywords: Urinary pesticide metabolites; Airborne pesticide exposure; Spatiotemporal model; Environmental exposure; Pesticides; Insecticides; Fungicides
Sources: Web Of Science, ORCID
Added: July 11, 2022

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.

By: J. Islam n, J. Hoppin n, A. Mora*, M. Soto-Martinez*, L. Cordoba Gamboa*, J. Penaloza Castaneda*, B. Reich n, C. Lindh*, B. Joode*

co-author countries: Costa Rica 🇨🇷 Sweden 🇸🇪 United States of America 🇺🇸
author keywords: asthma epidemiology; paediatric asthma; respiratory infection
MeSH headings : Infant; Pregnancy; Female; Humans; Child, Preschool; Pesticides / toxicity; Cough; Asthma; Rhinitis, Allergic; Respiratory Tract Infections; Pyrethrins; Exanthema
Sources: Web Of Science, ORCID
Added: March 28, 2022

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.

By: A. Parsons n, S. Dawrs*, S. Nelson*, G. Norton*, R. Virdi*, N. Hasan*, L. Epperson*, B. Holst* ...

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
author keywords: nontuberculous mycobacteria; Hawai'i; environmental niches; spatial modeling
MeSH headings : Hawaii / epidemiology; Humans; Iron; Lung Diseases; Mycobacterium Infections, Nontuberculous / epidemiology; Mycobacterium Infections, Nontuberculous / microbiology; Nontuberculous Mycobacteria; Oxides; Prevalence; Soil; United States
Sources: Web Of Science, ORCID
Added: May 10, 2022

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.

By: Y. Guan*, G. Page*, B. Reich n, M. Ventrucci* & S. Yang n

co-author countries: Italy 🇮🇹 United States of America 🇺🇸
author keywords: Coherence; Conditional autoregressive prior; COVID-19; Matern covariance; Spatial confounding
Sources: Web Of Science, ORCID
Added: March 13, 2023

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.

By: C. Euan*, Y. Sun* & B. Reich n

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧 Saudi Arabia 🇸🇦 United States of America 🇺🇸
author keywords: clear-sky index; nonlinear models; TAR model; time series; weighted least squares
Sources: Web Of Science, ORCID
Added: February 7, 2022

2022 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.

By: H. Mao*, R. Martin n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Conformal prediction; Gaussian process; Kriging; Nonstationary; Plausibility
Sources: Web Of Science, ORCID
Added: January 23, 2023

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.

By: B. Pease*, K. Pacifici n, R. Kays n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: American black bear; niche conservatism; spatial non-stationarity; species-environment relationships; Ursus americanus
Sources: Web Of Science, ORCID
Added: July 5, 2022

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.

By: Y. Tian* & B. Reich*

author keywords: Bivariate extreme value model; generalized Pareto distribution; hierarchical model; tail dependence
MeSH headings : Bayes Theorem; Models, Statistical; Psychometrics
Sources: Web Of Science, ORCID
Added: July 26, 2021

2021 article

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

INTERNATIONAL STATISTICAL REVIEW, Vol. 5.

By: B. Reich n, S. Yang n, Y. Guan*, A. Giffin n, M. Miller n & A. Rappold*

co-author countries: United States of America 🇺🇸
author keywords: interference; potential outcomes; propensity scores; spatial confounding; spillover
Source: ORCID
Added: June 18, 2021

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.

By: Z. Lan*, B. Reich n & D. Bandyopadhyay*

co-author countries: United States of America 🇺🇸
author keywords: Diffusion tensor imaging; inverse Wishart distribution; matrix variate; positive definite matrix; spatial statistics
Sources: Web Of Science, ORCID
Added: February 15, 2021

2021 article

A spatiotemporal recommendation engine for malaria control

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

By: Q. Guan n, B. Reich n & E. Laber n

co-author countries: United States of America 🇺🇸
author keywords: Infectious disease; Malaria; Resource allocation; Sequential optimization; Satiotemporal model
MeSH headings : Bayes Theorem; Humans; Malaria / prevention & control; Resource Allocation
Sources: Web Of Science, ORCID
Added: March 28, 2022

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.

By: M. Miller n, M. Cabral n, E. Dickey*, J. LeBeau* & B. Reich n

co-author countries: United States of America 🇺🇸

Contributors: M. Miller n, M. Cabral n, E. Dickey*, J. LeBeau* & B. Reich n

author keywords: Bayesian hierarchical modeling; Materials science; Scanning transmission electron microscopy; Spatial statistics; Image analysis
Sources: Web Of Science, ORCID
Added: June 28, 2021

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.

By: S. Xu n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: density regression; Hamiltonian Monte Carlo; interpretable machine learning; simultaneous quantile estimation
MeSH headings : Female; Pregnancy; Humans; Regression Analysis; Birth Weight; Bayes Theorem; Computer Simulation; Neural Networks, Computer
Sources: Web Of Science, ORCID
Added: November 23, 2021

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.

By: C. Cui n, S. Singh n, A. Staicu n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian variable selection; high dimensional rank model; microbiome data
Sources: Web Of Science, ORCID
Added: June 10, 2021

2021 journal article

Deep distribution regression

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 159.

By: R. Li n, B. Reich n & H. Bondell*

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
author keywords: Conditional distribution; Deep learning; Machine learning; Probabilistic forecasting
Sources: Web Of Science, ORCID
Added: May 10, 2021

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.

By: B. Alhanti n, B. Joode*, M. Martinez*, A. Mora*, L. Gamboa*, B. Reich n, C. Lindh*, M. Lepiz*, J. Hoppin n

co-author countries: Costa Rica 🇨🇷 Sweden 🇸🇪 United States of America 🇺🇸
author keywords: asthma; respiratory disease; allergy; pesticide; agriculture
MeSH headings : Asthma / epidemiology; Cohort Studies; Costa Rica / epidemiology; Eczema / epidemiology; Environmental Exposure / adverse effects; Exanthema / epidemiology; Female; Humans; Hypersensitivity / epidemiology; Musa; Pesticides / adverse effects; Respiratory Tract Diseases / epidemiology; Rhinitis / epidemiology; Smoke / adverse effects
Sources: Web Of Science, ORCID
Added: December 31, 2021

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.

By: D. Sass*, B. Li* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Fused lasso; Fused ridge; Generalized extreme value distribution; Generalized Pareto distribution; Spatial extremes
Sources: Web Of Science, ORCID
Added: August 2, 2021

2021 journal article

Landscape‐level variation in Bt crops predict Helicoverpa ze a ( Lepidoptera: Noctuidae ) resistance in cotton agroecosystems

Landscape‐level variation in Bt crops predict . Pest Management Science, 77(12), 5454–5462.

By: S. Dorman n, K. Hopperstad n, B. Reich n, S. Majumder n, G. Kennedy n, D. Reisig n, J. Greene*, F. Reay‐Jones* ...

co-author countries: United States of America 🇺🇸
author keywords: Bt resistance; bollworm; crop intensity; Helicoverpa zea; risk assessment
MeSH headings : Animals; Bacillus thuringiensis / genetics; Bacterial Proteins / genetics; Endotoxins; Gossypium; Hemolysin Proteins / genetics; Insecticide Resistance; Moths / genetics; Plants, Genetically Modified / genetics; Zea mays / genetics
Sources: Web Of Science, ORCID, Crossref
Added: August 30, 2021

2021 journal article

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

REMOTE SENSING OF ENVIRONMENT, 261.

By: X. Gao n, J. Gray n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Remote sensing; Land surface phenology; Landsat; Bayesian; Long-term; Medium resolution; Time series; Plant phenology; Data sparsity
Sources: Web Of Science, ORCID
Added: June 14, 2021

2021 journal article

Multi-model penalized regression

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

By: L. Wendelberger n, B. Reich n & A. Wilson n

co-author countries: United States of America 🇺🇸
author keywords: model averaging; model uncertainty; penalized regression; variable selection
Sources: Web Of Science, ORCID
Added: February 1, 2021

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.

By: M. Johnson n, B. Reich n & J. Gray n

co-author countries: United States of America 🇺🇸
author keywords: data fusion; dynamic linear models; remote sensing; spatiotemporal analysis
Sources: Web Of Science, ORCID
Added: June 10, 2021

2021 journal article

Multivariate spatial prediction of air pollutant concentrations with INLA

ENVIRONMENTAL RESEARCH COMMUNICATIONS, 3(10).

By: W. Gong n, B. Reich n & H. Chang*

co-author countries: United States of America 🇺🇸
author keywords: air pollution; CMAQ; geostatistical model; INLA; linear model of coregionalization
Sources: Web Of Science, ORCID
Added: November 8, 2021

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.

By: D. Huberman n, B. Reich n & H. Bondell*

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
author keywords: Case– control sampling; Conditional distribution estimation; Deep learning; Environmental statistics; Machine learning; Nonparametric statistics
Sources: Web Of Science, ORCID
Added: June 10, 2021

2021 journal article

Sequential Optimization in Locally Important Dimensions

TECHNOMETRICS, 63(2), 236–248.

By: M. Winkel n, J. Stallrich n, C. Storlie* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Augmented expected improvement; Bayesian analysis; Computer experiments; Gaussian process; Local importance; Sequential design
Sources: Web Of Science, ORCID
Added: March 16, 2020

2021 journal article

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

Agriculture, Ecosystems & Environment, 322, 107642.

By: S. Dorman*, K. Hopperstad*, B. Reich*, G. Kennedy* & A. Huseth*

author keywords: Bollworm; Bt-refuge; Resistance management; Risk description; Row crops
Sources: Web Of Science, ORCID, Crossref
Added: November 1, 2021

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.

By: A. Roy*, B. Reich n, J. Guinness*, R. Shinohara* & A. Staicu n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian; High dimension; Image regression; Multiple sclerosis; Shrinkage; Spatial data analysis
Sources: Web Of Science, ORCID
Added: July 12, 2021

2021 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.

By: S. Majumder n, Y. Guan*, B. Reich n, S. O'Neill* & A. Rappold*

co-author countries: United States of America 🇺🇸
author keywords: Image registration; Public health; Smoothing; Warping
Sources: Web Of Science, ORCID
Added: November 2, 2020

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.

By: A. Larsen*, I. Hanigan*, B. Reich n, Y. Qin*, M. Cope*, G. Morgan*, A. Rappold*

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
MeSH headings : Air Pollutants / analysis; Australia; Communication; Deep Learning; Fires; Humans; Satellite Imagery; Smoke / analysis
Sources: Web Of Science, ORCID
Added: August 10, 2020

2020 journal article

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

ENVIRONMETRICS, 31(3).

By: A. Hazra*, B. Reich n & A. Staicu n

co-author countries: Saudi Arabia 🇸🇦 United States of America 🇺🇸
author keywords: climate change; extremal dependence; extremal trend analysis; extreme precipitation indexes; multivariate spatial skew-t process; separable covariance
Sources: Web Of Science, ORCID
Added: November 18, 2019

2020 journal article

Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals

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

By: Q. Guan n, B. Reich n, E. Laber n & D. Bandyopadhyay*

co-author countries: United States of America 🇺🇸
author keywords: Dirichlet process prior; Dynamic treatment regimes; Observational data; Periodontal disease; Practice-based setting; Precision medicine; Sequential optimization
Sources: Web Of Science, ORCID
Added: October 28, 2019

2020 journal article

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

ECOSPHERE, 11(6).

By: D. Huberman n, B. Reich n, K. Pacifici n & J. Collazo n

co-author countries: United States of America 🇺🇸
author keywords: mediation analysis; occupancy modeling; opportunistic data; spatial statistics
Sources: Web Of Science, ORCID
Added: August 10, 2020

2020 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.

co-author countries: United States of America 🇺🇸
author keywords: Google Street View Air Quality Data; Kriging; Mobile sensors; Spatiotemporal models; Vecchia approximation
Sources: Web Of Science, ORCID
Added: October 28, 2019

2020 journal article

Global forensic geolocation with deep neural networks

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

By: N. Grantham n, B. Reich n, E. Laber n, K. Pacifici n, R. Dunn n, N. Fierer*, M. Gebert*, J. Allwood n, S. Faith n

co-author countries: United States of America 🇺🇸
author keywords: Citizen science; Machine learning; Microbiome; Non-homogeneous Poisson process; Spatial point pattern
Sources: Web Of Science, ORCID
Added: July 6, 2020

2020 journal article

INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH

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

By: B. Reich*, Y. Guan*, D. Fourches*, J. Warren, S. Sarnat & H. Chang

author keywords: Cheminformatics; collinearity; factor analysis; principal components; stochastic search; variable selection
Sources: Web Of Science, ORCID
Added: March 1, 2021

2020 journal article

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

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

By: N. Grantham n, Y. Guan n, B. Reich n, E. Borer* & K. Gross n

co-author countries: United States of America 🇺🇸
author keywords: Continuous shrinkage prior; Factor analysis; Microbiome; Mixed model; Nutrient Network; OTU abundance data
Sources: Web Of Science, ORCID
Added: July 22, 2019

2020 journal article

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

STATISTICA SINICA, 30(1), 55–79.

By: R. Wei, B. Reich*, J. Hoppin* & S. Ghosal

author keywords: Additive nonparametric regression; Bayesian variable selection; continuous shrinkage prior; environmental epidemiology; posterior consistency
Sources: Web Of Science, ORCID
Added: October 26, 2020

2020 journal article

Spatiotemporal signal detection using continuous shrinkage priors

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

By: A. Jhuang*, M. Fuentes*, D. Bandyopadhyay* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: nonstationary covariance; periodontal disease; shrinkage priors; space-time disease surveillance
Sources: Web Of Science, ORCID
Added: March 16, 2020

2020 journal article

Transitioning Machine Learning from Theory to Practice in Natural Resources Management

Ecological Modelling, 435, 109257.

By: S. Saia, N. Nelson, A. Huseth, K. Grieger & B. Reich

author keywords: Machine learning; Natural resources management; Stakeholders; Decision-support tools; Decision-making; Process-based modeling
Sources: Web Of Science, ORCID, Crossref
Added: October 19, 2020

2020 journal article

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

FORENSIC SCIENCE INTERNATIONAL, 310.

By: J. Allwood n, N. Fierer*, R. Dunn n, M. Breen n, B. Reich n, E. Laber n, J. Clifton n, N. Grantham n, S. Faith n

co-author countries: United States of America 🇺🇸
author keywords: Forensic microbiology; Bioinformatics; Metabarcoding; Sample provenance
MeSH headings : DNA Barcoding, Taxonomic; DNA, Fungal / chemistry; Demography; Forensic Sciences; Fungi; Humans; Reference Values; Soil
Sources: Web Of Science, ORCID
Added: May 26, 2020

2019 journal article

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

SPATIAL STATISTICS, 29, 351–365.

By: H. Rekabdarkolaee*, C. Krut n, M. Fuentes* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Atlantic basin; Bayesian inference; Markov chain Monte Carlo; Spatially varying coefficient; Spline; Tropical cyclones
Sources: Web Of Science, ORCID
Added: March 18, 2019

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.

By: K. Cloud n, B. Reich n, C. Rozoff*, S. Alessandrini*, W. Lewis* & L. Delle Monache*

co-author countries: United States of America 🇺🇸
author keywords: Neural networks; Regression analysis; Forecasting techniques; Operational forecasting; Short-range prediction
Sources: Web Of Science, ORCID
Added: August 12, 2019

2019 journal article

A Spatial Markov Model for Climate Extremes

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

By: B. Reich n & B. Shaby*

co-author countries: United States of America 🇺🇸
author keywords: Areal data; Bayesian data analysis; Climate change; Conditionally autoregressive prior; Generalized extreme value distribution
Sources: Web Of Science, ORCID
Added: May 13, 2019

2019 journal article

A TEST FOR ISOTROPY ON A SPHERE USING SPHERICAL HARMONIC FUNCTIONS

STATISTICA SINICA, 29(3), 1253–1276.

By: I. Sahoo, J. Guinness* & B. Reich*

author keywords: Anisotropy; spatial statistics; spherical harmonic representation
Sources: Web Of Science, ORCID
Added: July 29, 2019

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.

By: S. Binion-Rock n, B. Reich n & J. Buckel n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: February 11, 2019

2019 journal article

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

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

By: A. Hazra n, B. Reich n, D. Reich*, R. Shinohara* & A. Staicu n

co-author countries: United States of America 🇺🇸
author keywords: Spatio-temporal regression model; Longitudinal imaging study; Dynamic Bayesian updating; Multiple sclerosis; Magnetization transfer ratio; T1-weighted; T2-weighted fluid-attenuated inversion recovery; Composite likelihood
Sources: Web Of Science, ORCID
Added: May 13, 2019

2019 journal article

Complete spatial model calibration

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

By: Y. Huang, B. Reich*, M. Fuentes* & A. Sankarasubramanian

author keywords: Bayesian methods; calibration; spatial statistics
Sources: Web Of Science, ORCID, Crossref
Added: July 1, 2019

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.

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: September 30, 2019

2019 journal article

Exploration and Inference in Spatial Extremes Using Empirical Basis Functions

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

By: S. Morris n, B. Reich n & E. Thibaud*

co-author countries: Switzerland 🇨🇭 United States of America 🇺🇸
author keywords: Dimension reduction; Max-stable process; Non-stationary data analysis
Sources: Web Of Science, ORCID
Added: November 4, 2019

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.

By: D. Hammerling* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Climate models; Computational statistics; Extreme value analysis; Spatiotemporal data
Sources: Web Of Science, ORCID
Added: September 16, 2019

2019 journal article

Resolving misaligned spatial data with integrated species distribution models

ECOLOGY, 100(6).

By: K. Pacifici n, B. Reich n, D. Miller* & B. Pease n

co-author countries: United States of America 🇺🇸
author keywords: black-throated blue warbler; change of support; Data integration for population models Special Feature; integrated species distribution modeling; occupancy modeling; spatial modeling
Sources: Web Of Science, ORCID
Added: July 22, 2019

2019 journal article

Spatial Signal Detection Using Continuous Shrinkage Priors

TECHNOMETRICS, 61(4), 494–506.

By: A. Jhuang n, M. Fuentes*, J. Jones n, G. Esteves n, C. Fancher*, M. Furman n, B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian variable selection; High-dimensional data; Image analysis; X-ray diffraction
Sources: Web Of Science, ORCID
Added: December 2, 2019

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.

By: D. Miller*, K. Pacifici n, J. Sanderlin* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: data fusion; integrated distribution model; joint likelihood; spatial point process; species distribution modelling
Sources: Web Of Science, ORCID
Added: February 18, 2019

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.

By: J. Jones*, R. Broughton*, T. Iamsasri*, C. Fancher*, A. Wilson*, B. Reich*, R. Smith*

Sources: Web Of Science, ORCID
Added: August 3, 2020

2018 journal article

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

ATMOSPHERIC ENVIRONMENT, 184, 233–243.

By: M. King n, A. Staicu n, J. Davis n, B. Reich n & B. Eder*

co-author countries: United States of America 🇺🇸
author keywords: Particulate matter; Functional data; Air pollution; Kriging; Functional principal component analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

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

Environmental Modelling & Software, 107, 25–33.

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
author keywords: Water quality modeling; Performance assessment; Non-parametric re-sampling
Sources: Web Of Science, ORCID, Crossref
Added: October 19, 2018

2018 journal article

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

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

By: A. Irizarry n, J. Collazo n, K. Pacifici n, B. Reich n & K. Battle n

co-author countries: United States of America 🇺🇸
author keywords: avifauna; coffee cultivation; ecosystem services; local persistence; occupancy; shade restoration
Sources: Web Of Science, ORCID
Added: November 26, 2018

2018 journal article

Fully Bayesian spectral methods for imaging data

BIOMETRICS, 74(2), 645–652.

By: B. Reich n, J. Guinness n, S. Vandekar*, R. Shinohara* & A. Staicu n

co-author countries: United States of America 🇺🇸
author keywords: Functional connectivity; Markov chain Monte Carlo; Matern correlation; Shrinkage priors; Spherical harmonics
MeSH headings : Alzheimer Disease / diagnostic imaging; Bayes Theorem; Case-Control Studies; Cerebral Cortex / diagnostic imaging; Cerebral Cortex / pathology; Computer Simulation; Data Interpretation, Statistical; Datasets as Topic; Diagnostic Imaging / methods; Humans; Markov Chains; Monte Carlo Method; Spectrum Analysis
Sources: Web Of Science, ORCID
Added: October 16, 2018

2018 journal article

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

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

By: A. Larsen n, B. Reich n, M. Ruminski* & A. Rappold*

co-author countries: United States of America 🇺🇸
author keywords: Fire Smoke; Air Quality; AQI; HMS
MeSH headings : Air Pollutants / adverse effects; Air Pollutants / analysis; Air Pollution / adverse effects; Air Pollution / analysis; Environmental Monitoring / methods; Fires; Geographic Information Systems; Health Status; Humans; Ozone / adverse effects; Ozone / analysis; Particle Size; Particulate Matter / adverse effects; Particulate Matter / analysis; Smoke / adverse effects; Smoke / analysis; United States; Urban Population
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

Integrating auxiliary data in optimal spatial design for species distribution modelling

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

By: B. Reich n, K. Pacifici n & J. Stallings n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian inference; citizen science; exchange algorithm; geostatistics; imperfect detection; occupancy
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

Precision maps for public health

Nature, 555(7694), 32–33.

By: B. Reich n & M. Haran*

co-author countries: United States of America 🇺🇸
MeSH headings : Public Health
Sources: Crossref, ORCID
Added: February 24, 2020

2018 journal article

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

Urban Ecosystems, 22(2), 315–324.

By: W. Tsai n, Y. Leung n, M. McHale*, M. Floyd n & B. Reich n

co-author countries: United States of America 🇺🇸

Contributors: W. Tsai n, Y. Leung n, M. McHale*, M. Floyd n & B. Reich n

author keywords: MAUP; Landscape metrics; Life expectancy
Sources: Web Of Science, ORCID, Crossref
Added: April 9, 2019

2018 journal article

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

BIOMETRIKA, 105(1), 165–184.

By: J. Kang*, B. Reich n & A. Staicu n

co-author countries: United States of America 🇺🇸
author keywords: Electroencephalography; Gaussian process; Posterior consistency; Spatial variable selection
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

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

Environmetrics, 29(4), e2499.

By: N. Grantham n, B. Reich n, Y. Liu* & H. Chang*

co-author countries: United States of America 🇺🇸
author keywords: aerosol optical depth; air pollution; informative missingness; kriging; MCMC; predictive process
Sources: Crossref, ORCID, NC State University Libraries
Added: August 6, 2018

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.

By: M. Janko*, S. Irish*, B. Reich n, M. Peterson, S. Doctor*, M. Mwandagalirwa*, J. Likwela*, A. Tshefu*, S. Meshnick*, M. Emch*

co-author countries: Congo (Democratic Republic of the) 🇨🇩 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: November 20, 2020

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.

co-author countries: United States of America 🇺🇸
author keywords: Bayesian nonparametrics; count data; feature selection; Poisson mixture; text analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

A Space-Time Skew-t Model for Threshold Exceedances

BIOMETRICS, 73(3), 749–758.

By: S. Morris n, B. Reich n, E. Thibaud* & D. Cooley*

co-author countries: United States of America 🇺🇸
author keywords: Extreme value analysis; Markov chain Monte Carlo; Random partition; Skew-t; Spatio-temporal modeling
MeSH headings : Air Pollutants; Bayes Theorem; Models, Statistical; Normal Distribution; Ozone; United States; United States Environmental Protection Agency
Sources: Web Of Science, ORCID
Added: August 6, 2018

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).

By: K. Kaufeld, M. Fuentes, B. Reich, A. Herring, G. Shaw & M. Terres

Source: NC State University Libraries
Added: August 6, 2018

2017 journal article

A spatial model for rare binary events

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

By: S. Morris*, B. Reich n, K. Pacifici n & Y. Lei*

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Ecology; Extreme value analysis; Generalized linear model; Max-stable process; Occupancy
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Characterizing Sources of Uncertainty from Global Climate Models and Downscaling Techniques

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

By: A. Wootten n, A. Terando n, B. Reich n, R. Boyles n & F. Semazzi n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 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.

By: A. Wilson*, B. Reich n, C. Nolte*, T. Spero*, B. Hubbell* & A. Rappold*

co-author countries: United States of America 🇺🇸
author keywords: climate change; mortality; ozone; ozone-temperature interaction
MeSH headings : Aged; Aged, 80 and over; Air Pollutants / adverse effects; Air Pollutants / analysis; Air Pollution / adverse effects; Air Pollution / analysis; Animals; Cities; Climate Change / mortality; Databases, Factual; Female; Humans; Male; Models, Theoretical; Ozone / adverse effects; Ozone / analysis; Risk Assessment; United States / epidemiology; Urban Population
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

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

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

By: M. Cabral n, S. Zhang*, J. Chi n, B. Reich n, E. Dickey n & J. LeBeau n

co-author countries: Australia 🇦🇺 United States of America 🇺🇸

Contributors: M. Cabral n, S. Zhang*, J. Chi n, B. Reich n, E. Dickey n & J. LeBeau n

Sources: Crossref, ORCID
Added: January 25, 2020

2017 journal article

How predictable is plastic damage at the atomic scale?

Applied Physics Letters, 110(9), 091902.

By: D. Li n, E. Bucholz n, G. Peterson n, B. Reich n, J. Russ n & D. Brenner n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: February 18, 2020

2017 journal article

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

ECOLOGY, 98(3), 840–850.

By: K. Pacifici n, B. Reich n, D. Miller*, B. Gardner*, G. Stauffer*, S. Singh n, A. McKerrow n, J. Collazo n

co-author countries: United States of America 🇺🇸
author keywords: Brown-headed nuthatch; data fusion; multivariate conditional autoregressive; species distribution modeling
MeSH headings : Ecology; Information Storage and Retrieval; Models, Theoretical; Spatial Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: A. Farjat n, B. Reich n, J. Guinness n, R. Whetten n, S. McKeand n & F. Isik n

co-author countries: United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2017 journal article

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

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

By: G. Peterson n, D. Li n, B. Reich n & D. Brenner n

co-author countries: United States of America 🇺🇸
author keywords: Materials science; uncertainty quantification; computer emulation; MCMC; multivariate
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

Spatiotemporal Modeling of Node Temperatures in Supercomputers

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

By: C. Storlie*, B. Reich n, W. Rust*, L. Ticknor*, A. Bonnie*, A. Montoya*, S. Michalak*

co-author countries: United States of America 🇺🇸
author keywords: Cooling; Copula; Extreme value; Generalized pareto distribution; Hierarchical bayesian modeling; High performance computing; Spatio-temporal
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 journal article

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

COMPUTATIONAL MATERIALS SCIENCE, 135, 119–126.

By: D. Li n, B. Reich n & D. Brenner n

co-author countries: United States of America 🇺🇸
author keywords: Molecular dynamics; Statistical analysis; 'Plastic damage; Dislocations
Sources: Web Of Science, ORCID
Added: August 6, 2018

2017 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).

By: A. Terando n, B. Reich n, K. Pacifici n, J. Costanza n, A. McKerrow n & J. Collazo n

co-author countries: United States of America 🇺🇸

Contributors: A. Terando n, B. Reich n, K. Pacifici n, J. Costanza n, A. Mc n & J. Collazo n

Sources: NC State University Libraries, ORCID, Crossref
Added: December 31, 2018

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).

By: D. Li, B. Reich & D. Brenner

Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation

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

By: R. Parker*, B. Reich n & J. Eidsvik*

co-author countries: Norway 🇳🇴 United States of America 🇺🇸
author keywords: Spatial statistics; Nonstationary covariance; Regularization; Penalized likelihood
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

A MARKOV-SWITCHING MODEL FOR HEAT WAVES

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

By: B. Shaby, B. Reich*, D. Cooley & C. Kaufman

author keywords: Latent state; extremes; generalized Pareto distribution; extremal dependence
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

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

SPATIAL STATISTICS, 18, 263–275.

By: E. Balderama*, B. Gardner* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian hierarchical modeling; Conditional autoregressive models; Extreme values; Generalized Pareto distribution; Seabirds; Zero-inflation
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: Q. Guan, E. Laber & B. Reich

Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Comment

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

By: Q. Guan n, E. Laber n & B. Reich n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: January 13, 2020

2016 journal article

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

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

By: B. Russell, D. Cooley, W. Porter, B. Reich* & C. Heald

author keywords: Tail dependence; multivariate regular variation; constrained optimization; cross-validation; smooth threshold
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

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

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

By: K. Pacifici n, B. Reich n, R. Dorazio* & M. Conroy*

co-author countries: United States of America 🇺🇸
author keywords: adaptive cluster sampling; informative sampling; probit regression; rare species; spatial regression; Tamarix ramosissima
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

Quantile regression for epidemiological applications

Handbook of Spatial Epidemiology, 239–249.

By: B. Reich

Source: NC State University Libraries
Added: August 6, 2018

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.

By: W. Tsai n, M. Floyd n, Y. Leung n, M. McHale n & B. Reich n

co-author countries: United States of America 🇺🇸

Contributors: W. Tsai n, M. Floyd n, Y. Leung n, M. McHale n & B. Reich n

MeSH headings : Body Mass Index; Ecosystem; Environment Design; Exercise / physiology; Forests; Humans; Regression Analysis; United States; Urban Health; Urbanization
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

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

Scientific Reports, 6(1), 31625.

By: C. Fancher n, Z. Han n, I. Levin*, K. Page*, B. Reich n, R. Smith n, A. Wilson n, J. Jones n

co-author countries: United States of America 🇺🇸

Contributors: C. Fancher n, Z. Han n, I. Levin*, K. Page*, B. Reich n, R. Smith n, A. Wilson n, J. Jones n

Sources: Crossref, ORCID, NC State University Libraries
Added: August 6, 2018

2015 journal article

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

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

By: R. Parker n, B. Reich n & S. Sain*

co-author countries: United States of America 🇺🇸
author keywords: Mathematical and statistical techniques; Bayesian methods; Models and modeling; Climate models; Spectral analysis; models; distribution
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: P. Schnell*, D. Bandyopadhyay*, B. Reich n & M. Nunn*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian hierarchical modelling; Cure rate; Dental data; Extreme value analysis; Frailty; Positive stable; Tooth loss
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: H. Chang*, J. Warren*, L. Darrow*, B. Reich n & L. Waller*

co-author countries: United States of America 🇺🇸
author keywords: Air pollution; Fine particulate matter; Joint effects; Preterm birth; Time-dependent exposure; Time-to-event model; Time-varying effect
MeSH headings : Air Pollution / adverse effects; Bayes Theorem; Biostatistics; Computer Simulation; Female; Georgia / epidemiology; Humans; Infant, Newborn; Models, Statistical; Particulate Matter / adverse effects; Pregnancy; Premature Birth / epidemiology; Premature Birth / etiology; Prenatal Exposure Delayed Effects; Risk Factors
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: A. Stephenson*, B. Shaby*, B. Reich n & A. Sullivan*

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 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.

co-author countries: United States of America 🇺🇸
author keywords: Compound decision theory; False cluster rate; False discovery exceedance; False discovery rate; Large-scale multiple testing; Spatial dependence
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Fungi Identify the Geographic Origin of Dust Samples

PLOS ONE, 10(4), e0122605.

By: N. Grantham n, B. Reich n, K. Pacifici n, E. Laber n, H. Menninger n, J. Henley*, A. Barberán*, J. Leff*, N. Fierer*, R. Dunn n

co-author countries: United States of America 🇺🇸

Contributors: N. Grantham n, B. Reich 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

MeSH headings : Archaeology; Dust; Fungi / classification; Fungi / genetics; Genetic Variation; Pollen / genetics; Pollen / microbiology
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2015 journal article

Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques

TECHNOMETRICS, 57(4), 535–546.

By: Y. Kao n, B. Reich n, C. Storlie* & B. Anderson*

co-author countries: United States of America 🇺🇸
author keywords: Classification; Clustering; Dirichlet process mixture; Dynamic trace
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Modeling Climate Change Effects on the Height Growth of Loblolly Pine

Forest Science, 61(4), 703–715.

By: A. Farjat*, F. Isik*, B. Reich*, R. Whetten n & S. McKeand n

co-author countries: United States of America 🇺🇸
author keywords: Pinus taeda; provenance test; statistical model; universal response function; climate change
Sources: Web Of Science, ORCID, Crossref
Added: August 6, 2018

2015 journal article

Multilevel quantile function modeling with application to birth outcomes

BIOMETRICS, 71(2), 508–519.

By: L. Smith n, B. Reich n, A. Herring*, P. Langlois* & M. Fuentes n

co-author countries: United States of America 🇺🇸
author keywords: Birth weight; Discrete; Extremes; Gestational Age; Graphics processing units; Ozone; Quantile
MeSH headings : Air Pollutants / adverse effects; Bayes Theorem; Biometry; Birth Weight; Computer Simulation; Female; Gestational Age; Humans; Infant; Infant Mortality; Infant, Newborn; Infant, Premature; Infant, Small for Gestational Age; Male; Models, Statistical; Ozone / adverse effects; Pregnancy; Regression Analysis; Texas / epidemiology
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Multiple window discrete scan statistic for higher-order Markovian sequences

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

By: D. Coleman n, D. Martin n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: variable windows; p-values; one-dimensional scan statistics; 60E05; 60J22
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 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.

By: B. Reich n & M. Porter*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian hierarchical model; Crime linkage; Markov chain Monte Carlo methods; Model-based clustering
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: L. Smith n, M. Fuentes n, P. Gordon-Larsen n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Quantile regression; longitudinal; multivariate; Bayesian; blood pressure
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 article

Spatial Bayesian Nonparametric Methods

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

By: B. Reich n & M. Fuentes n

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

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

BIOMETRICS, 71(1), 167–177.

By: L. Vock*, B. Reich n, M. Fuentes n & F. Dominici*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian modeling; Fine particulate matter; Spatial data; Stochastic search variable selection
MeSH headings : Air Pollution / statistics & numerical data; Cardiovascular Diseases / mortality; Comorbidity; Data Interpretation, Statistical; Environmental Exposure / statistics & numerical data; Environmental Monitoring / methods; Environmental Monitoring / statistics & numerical data; Humans; Incidence; Internationality; Particulate Matter / analysis; Particulate Matter / chemistry; Respiratory Tract Diseases / mortality; Risk Assessment / methods; Spatio-Temporal Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 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.

By: B. Reich n, B. Shaby* & D. Cooley*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian modeling; Climate change; Generalized Pareto distribution; Markov model
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

A Spectral Method for Spatial Downscaling

BIOMETRICS, 70(4), 932–942.

By: B. Reich n, H. Chang* & K. Foley*

co-author countries: United States of America 🇺🇸
author keywords: Computer model output; Data fusion; Kriging; Multiscale analysis
MeSH headings : Air Pollution / analysis; Air Pollution / statistics & numerical data; Algorithms; Computer Simulation; Data Interpretation, Statistical; Environmental Monitoring / methods; Environmental Monitoring / statistics & numerical data; Models, Statistical; Ozone / analysis; Reproducibility of Results; Sample Size; Sensitivity and Specificity; Spatio-Temporal Analysis; United States
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

A spatial capture-recapture model for territorial species

Environmetrics, 25(8), 630–637.

By: B. Reich n & B. Gardner n

co-author countries: United States of America 🇺🇸
Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 journal article

Confounder Selection via Penalized Credible Regions

BIOMETRICS, 70(4), 852–861.

By: A. Wilson n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Adjustment uncertainty; Confounder selection; Consistency; Credible region; Variable selection
MeSH headings : Algorithms; Bayes Theorem; Birth Weight; Computer Simulation; Confounding Factors, Epidemiologic; Environmental Exposure / statistics & numerical data; Female; Humans; Models, Statistical; North Carolina / epidemiology; Particulate Matter / analysis; Pregnancy; Prenatal Exposure Delayed Effects / epidemiology; Prevalence; Risk Assessment / methods
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

Estimation and Prediction in Spatial Models With Block Composite Likelihoods

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

By: J. Eidsvik*, B. Shaby, B. Reich n, M. Wheeler* & J. Niemi*

co-author countries: Norway 🇳🇴 United States of America 🇺🇸
author keywords: Gaussian process; GPU; Large datasets; Parallel computing; Spatial statistics
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

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

BIOMETRICS, 70(1), 237–246.

By: A. Wilson n, D. Reif n & B. Reich n

co-author countries: United States of America 🇺🇸

Contributors: A. Wilson n, D. Reif n & B. Reich n

author keywords: Bayesian; Computational toxicology; Dose-response; MCMC; Monotonicity; Semiparametric; ToxCast
MeSH headings : Algorithms; Bayes Theorem; Computer Simulation; Dose-Response Relationship, Drug; Environmental Pollutants / toxicity; Estrogen Receptor alpha / metabolism; Humans; Markov Chains; Models, Statistical; Monte Carlo Method; PPAR gamma / metabolism; Toxicity Tests / methods; United States; United States Environmental Protection Agency
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

MODELING THE EFFECT OF TEMPERATURE ON OZONE-RELATED MORTALITY

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

By: A. Wilson, A. Rappold, L. Neas & B. Reich*

author keywords: Air pollution; monotone regression; mortality; ozone-temperature interaction; semi-parametric regression; spatial modeling
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

Spatial health effects analysis with uncertain residential locations

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

By: B. Reich n, H. Chang* & M. Strickland*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian hierarchical model; conditionally autoregressive prior; data imputation; geographic information system; missing data
MeSH headings : Bayes Theorem; Biostatistics; Computer Simulation; Epidemiologic Factors; Female; Geographic Information Systems; Georgia / epidemiology; Humans; Infant, Low Birth Weight; Infant, Newborn; Infant, Premature; Male; Markov Chains; Models, Statistical; Monte Carlo Method; Particulate Matter / adverse effects; Pregnancy; Rural Health / statistics & numerical data; Rural Population; Uncertainty
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

A Bayesian approach to probabilistic streamflow forecasts

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

By: H. Wang*, B. Reich n & Y. Lim*

co-author countries: United States of America 🇺🇸
author keywords: climate model forecasted precipitation; Gibbs Sampling; Markov Chain Monte Carlo; principal component analysis; water management
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

A Nonparametric Spatial Model for Periodontal Data With Nonrandom Missingness

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

By: B. Reich n, D. Bandyopadhyay* & H. Bondell n

co-author countries: United States of America 🇺🇸
author keywords: Attachment level; Dirichlet process; Kernel convolution; Nonnormality; Nonstationarity
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: H. Chang, B. Reich & M. Miranda

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Analysis of computationally demanding models with continuous and categorical inputs

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

By: C. Storlie*, B. Reich n, J. Helton*, L. Swiler* & C. Sallaberry*

co-author countries: United States of America 🇺🇸
author keywords: Categorical inputs; Meta-model; Surrogate model; Emulator; Non-parametric regression; Gaussian process; Sensitivity analysis; Uncertainty analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Bayesian Quantile Regression for Censored Data

BIOMETRICS, 69(3), 651–660.

By: B. Reich n & L. Smith n

co-author countries: United States of America 🇺🇸
author keywords: Accelerated failure time model; Markov chain Monte Carlo; Quantile regression; Survival data
MeSH headings : Bayes Theorem; Biometry / methods; Computer Simulation; Humans; Markov Chains; Models, Statistical; Monte Carlo Method; Regression Analysis; Survival Analysis; Uncertainty
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Bridging Conditional and Marginal Inference for Spatially Referenced Binary Data

BIOMETRICS, 69(2), 545–554.

By: L. Boehm n, B. Reich n & D. Bandyopadhyay*

co-author countries: United States of America 🇺🇸
author keywords: Bridge density; Copula; Logistic link; Marginal inference; Random; effects
MeSH headings : Biometry / methods; Computer Simulation; Data Interpretation, Statistical; Humans; Logistic Models; Markov Chains; Models, Statistical; Monte Carlo Method; Normal Distribution; Odds Ratio; Oral Health / statistics & numerical data
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: E. Mannshardt n, K. Sucic n, W. Jiao n, F. Dominici*, H. Frey n, B. Reich n, M. Fuentes n

co-author countries: United States of America 🇺🇸

Contributors: E. Mannshardt n, K. Sucic n, W. Jiao n, F. Dominici*, H. Frey n, B. Reich n, M. Fuentes n

author keywords: ambient monitoring data; CMAQ; SHEDS; PM2.5
MeSH headings : Air Pollutants / toxicity; Emergency Service, Hospital / statistics & numerical data; Environmental Exposure; Humans; Particulate Matter; Patient Admission
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: B. Reich* & M. Porter

author keywords: Extreme value analysis; generalized Pareto distribution; terrorism
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

EXTREME VALUE ANALYSIS FOR EVALUATING OZONE CONTROL STRATEGIES

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

By: B. Reich*, D. Cooley, K. Foley, S. Napelenok & B. Shaby

author keywords: Bayesian hierarchical modeling; generalized Pareto distribution; spatial data analysis; statistical downscaling
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Multivariate spatial nonparametric modelling via kernel processes mixing

Statistica Sinica, 23(1), 75–97.

By: M. Fuentes & B. Reich

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

Nonparametric spatial models for extremes: application to extreme temperature data

EXTREMES, 16(1), 75–101.

By: M. Fuentes n, J. Henry n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Dirichlet processes; Extreme temperatures; Nonstationarity; Return levels; Spatial models
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

A HIERARCHICAL MAX-STABLE SPATIAL MODEL FOR EXTREME PRECIPITATION

ANNALS OF APPLIED STATISTICS, 6(4), 1430–1451.

By: B. Reich* & B. Shaby

author keywords: Gaussian extreme value process; generalized extreme value distribution; positive stable distribution; regional climate model
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Bayesian Analysis of a Reduced-Form Air Quality Model

ENVIRONMENTAL SCIENCE & TECHNOLOGY, 46(14), 7604–7611.

By: K. Foley*, B. Reich n & S. Napelenok*

co-author countries: United States of America 🇺🇸
MeSH headings : Air Pollutants / analysis; Air Pollution / prevention & control; Bayes Theorem; Databases as Topic; Models, Theoretical; Ozone / chemistry; Reference Standards; Reproducibility of Results; Seasons
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: B. Shaby* & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: max-stable process; agriculture; climate change
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 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.

By: H. Chang, B. Reich* & M. Miranda

Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Circular conditional autoregressive modeling of vector fields

ENVIRONMETRICS, 23(1), 46–53.

By: D. Modlin n, M. Fuentes n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: CAR; circular statistics; cross-covariance; hurricane winds; spatial statistics
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Consistent High-Dimensional Bayesian Variable Selection via Penalized Credible Regions

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 107(500), 1610–1624.

By: H. Bondell n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Consistency; Credible region; LASSO; Stochastic search
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: D. Cooley, S. Sain, D. Gabda, R. Towe, J. Wadsworth, J. Tawn, J. Segers, B. Shaby ...

Source: NC State University Libraries
Added: August 6, 2018

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.

By: M. Porter & B. Reich n

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: September 8, 2020

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.

By: K. Hayashi*, M. Hayashi*, B. Reich n, S. Lee*, A. Sachdeva* & I. Mizoguchi*

co-author countries: Japan 🇯🇵 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Mandibular movement; Functional data analysis; Spline function; Self-modeling regression; Finite helical axis
Sources: Crossref, ORCID
Added: September 8, 2020

2012 journal article

Nonparametric Bayesian models for a spatial covariance

STATISTICAL METHODOLOGY, 9(1-2), 265–274.

By: B. Reich n & M. Fuentes n

co-author countries: United States of America 🇺🇸
author keywords: Covariance estimation; Dirichlet process prior; Particulate matter; Spectral density
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: B. Reich

Source: NC State University Libraries
Added: August 6, 2018

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.

By: B. Reich, E. Kalendra, C. Storlie, H. Bondell & M. Fuentes

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

A Spatial Dirichlet Process Mixture Model for Clustering Population Genetics Data

BIOMETRICS, 67(2), 381–390.

By: B. Reich n & H. Bondell n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian nonparametrics; Dirichlet process prior; Landscape genetics; Microsatellite data; Model-based clustering
MeSH headings : Algorithms; Animals; Bayes Theorem; Cluster Analysis; Computer Simulation; Genetics, Population / methods; Microsatellite Repeats; Montana; Mustelidae / genetics
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

A spatial beta-binomial model for clustered count data on dental caries

STATISTICAL METHODS IN MEDICAL RESEARCH, 20(2), 85–102.

By: D. Bandyopadhyay*, B. Reich n & E. Slate*

co-author countries: United States of America 🇺🇸
MeSH headings : Bayes Theorem; Biostatistics; Data Interpretation, Statistical; Dental Caries / epidemiology; Dental Caries / pathology; Humans; Likelihood Functions; Models, Statistical; Multivariate Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Bayesian Spatial Quantile Regression

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 106(493), 6–20.

By: B. Reich n, M. Fuentes n & D. Dunson n

co-author countries: United States of America 🇺🇸
author keywords: Climate change; Ozone; Semiparametric Bayesian methods; Spatial data
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Bayesian geostatistical modelling with informative sampling locations

BIOMETRIKA, 98(1), 35–48.

By: D. Pati, B. Reich* & D. Dunson

author keywords: Cox process; Gaussian process; Joint model; Point pattern; Posterior consistency; Preferential sampling
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: B. Reich n & M. Haran*

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: August 6, 2018

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.

By: S. Havard*, B. Reich n, K. Bean & B. Chaix*

co-author countries: France 🇫🇷 United States of America 🇺🇸
MeSH headings : Adult; Aged; Educational Status; Environmental Exposure / analysis; Environmental Monitoring / methods; Epidemiologic Methods; Epidemiological Monitoring; Female; Geographic Information Systems; Humans; Male; Middle Aged; Noise, Transportation / statistics & numerical data; Paris; Residence Characteristics; Socioeconomic Factors; Urban Health / statistics & numerical data
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Sufficient Dimension Reduction via Bayesian Mixture Modeling

BIOMETRICS, 67(3), 886–895.

By: B. Reich n, H. Bondell n & L. Li n

co-author countries: United States of America 🇺🇸
author keywords: Central subspace; Directional regression; Probit link function; Sliced inverse regression; Sufficient dimension reduction
MeSH headings : Bayes Theorem; Data Interpretation, Statistical; HIV; Humans; Models, Statistical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

Surface estimation, variable selection, and the nonparametric oracle property

Statistica Sinica, 21(2), 679–705.

By: C. Storlie, H. Bondell, B. Reich & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

A LATENT FACTOR MODEL FOR SPATIAL DATA WITH INFORMATIVE MISSINGNESS

ANNALS OF APPLIED STATISTICS, 4(1), 439–459.

By: B. Reich* & D. Bandyopadhyay

author keywords: Binary spatial data; informative cluster size; multivariate data; periodontal data; probit regression; shared parameter model
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

A Locally Adaptive Penalty for Estimation of Functions With Varying Roughness

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 19(3), 569–589.

By: C. Storlie n, H. Bondell n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: L-Spline; Local bandwidth; Nonparametric regression; Regularization method; Spatially adaptive smoothing; SS-ANOVA
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love

AMERICAN STATISTICIAN, 64(4), 325–334.

By: J. Hodges n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Confounding; Missing covariate; Random effect; Spatial correlation; Spatial regression
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Bayesian Variable Selection for Multivariate Spatially Varying Coefficient Regression

BIOMETRICS, 66(3), 772–782.

By: B. Reich n, M. Fuentes n, A. Herring* & K. Evenson*

co-author countries: United States of America 🇺🇸
author keywords: Bayesian variable selection; Physical activity; Spatial data; Truncated data; Zero-inflation
MeSH headings : Bayes Theorem; Female; Health Behavior; Humans; Motor Activity; North Carolina; Pregnancy / physiology; Residence Characteristics; Social Environment
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Development of a novel statistical model for mandibular kinematics

MEDICAL ENGINEERING & PHYSICS, 32(5), 423–428.

co-author countries: Japan 🇯🇵 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: Mandibular movement; Spline function; Self-modeling regression
MeSH headings : Adult; Bite Force; Computer Simulation; Female; Humans; Male; Malocclusion, Angle Class III / physiopathology; Malocclusion, Angle Class III / surgery; Mandible / physiopathology; Mastication; Models, Biological; Models, Statistical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Flexible Bayesian quantile regression for independent and clustered data

BIOSTATISTICS, 11(2), 337–352.

By: B. Reich n, H. Bondell n & H. Wang n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian semiparametric modeling; Clustered data; Quantile regression; Stick-breaking prior
MeSH headings : Algorithms; Apnea / physiopathology; Bayes Theorem; Biometry / methods; Cluster Analysis; Computer Simulation; Deglutition / physiology; Humans; Markov Chains; Models, Statistical; Monte Carlo Method; Regression Analysis; Statistical Distributions; Time Factors
Sources: Web Of Science, ORCID
Added: August 6, 2018

2010 journal article

Noncrossing quantile regression curve estimation

BIOMETRIKA, 97(4), 825–838.

By: H. Bondell*, B. Reich* & H. Wang*

author keywords: Crossing quantile curve; Heteroscedastic error; Quantile regression; Robustness; Smoothing spline; Tropical cyclone
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

A novel statistical model for mandibular helical axis analysis

JOURNAL OF ORAL REHABILITATION, 36(2), 102–109.

By: K. Hayashi*, B. Reich n, R. Delong*, S. Lee* & I. Mizoguchi*

co-author countries: Japan 🇯🇵 Korea (Republic of) 🇰🇷 United States of America 🇺🇸
author keywords: finite helical axis; statistical model; spline; self-modelling regression; mandibular movement
MeSH headings : Algorithms; Child; Female; Finite Element Analysis; Humans; Imaging, Three-Dimensional; Japan; Male; Malocclusion / physiopathology; Malocclusion / therapy; Mandible / physiology; Mathematical Computing; Models, Statistical; Movement / physiology; Range of Motion, Articular; Regression Analysis; Temporomandibular Joint / physiology; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Analysis of the effects of ultrafine particulate matter while accounting for human exposure

ENVIRONMETRICS, 20(2), 131–146.

By: B. Reich n, M. Fuentes* & J. Burke*

co-author countries: United States of America 🇺🇸
author keywords: ecological fallacy; human exposure; dynamic factor model; SHEDS; ultrafine particles
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 article

Bayesian modeling of multivariate spatial binary data with applications to dental caries

Bandyopadhyay, D., Reich, B. J., & Slate, E. H. (2009, December 10). STATISTICS IN MEDICINE, Vol. 28, pp. 3492–3508.

By: D. Bandyopadhyay*, B. Reich n & E. Slate*

co-author countries: United States of America 🇺🇸
author keywords: autologistic; binary; caries; MCMC; spatial; WinBUGS
MeSH headings : Adult; Aged; Bayes Theorem; Computer Simulation; DMF Index; Data Interpretation, Statistical; Dental Caries / physiopathology; Female; Humans; Male; Markov Chains; Middle Aged; Models, Biological; Models, Statistical; Monte Carlo Method; South Carolina; Surveys and Questionnaires
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Effects of Toll-like receptor 4 on Porphyromonas gingivalis-induced bone loss in mice

JOURNAL OF PERIODONTAL RESEARCH, 44(4), 537–542.

By: M. Costalonga*, L. Batas & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Toll-like receptor 4; alveolar bone loss; mice-inbred BALB C; mice-inbred C57BL
MeSH headings : Adaptor Proteins, Signal Transducing / physiology; Alveolar Bone Loss / immunology; Alveolar Bone Loss / microbiology; Alveolar Bone Loss / pathology; Alveolar Process / pathology; Animals; Bacteroidaceae Infections / immunology; Colony Count, Microbial; Disease Susceptibility / immunology; Female; Lipopolysaccharides / immunology; Lymphocyte Antigen 96; Male; Mice; Mice, Inbred BALB C; Mice, Inbred C57BL; Mice, Knockout; Porphyromonas gingivalis / immunology; Toll-Like Receptor 2 / physiology; Toll-Like Receptor 4 / physiology
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Multivariate Spatial-Temporal Modeling and Prediction of Speciated Fine Particles

Journal of Statistical Theory and Practice, 3(2), 407–418.

co-author countries: United States of America 🇺🇸
author keywords: Air pollution; Bayesian inference; Linear coregionalization model; Multivariate spatiotemporal processes; Speciated particulate matter
Sources: Crossref, ORCID
Added: September 8, 2020

2009 article

Simultaneous Factor Selection and Collapsing Levels in ANOVA

Bondell, H. D., & Reich, B. J. (2009, March). BIOMETRICS, Vol. 65, pp. 169–177.

By: H. Bondell n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: ANOVA; Grouping; Multiple comparisons; Oracle property; Shrinkage; Variable selection
MeSH headings : Analysis of Variance; Biometry / methods; Computer Simulation; Data Interpretation, Statistical; Models, Theoretical; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Spatial-temporal association between fine particulate matter and daily mortality

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 53(8), 2989–3000.

By: J. Choi*, M. Fuentes* & B. Reich*

Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Variable Selection in Bayesian Smoothing Spline ANOVA Models: Application to Deterministic Computer Codes

TECHNOMETRICS, 51(2), 110–120.

By: B. Reich n, C. Storlie* & H. Bondell n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian hierarchical modeling; Markov chain Monte Carlo; Nonparametric regression; Smoothing splines ANOVA; Variable selection
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

Identitication of the variance components in the general two-variance linear model

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 138(6), 1592–1604.

By: B. Reich n & J. Hodges*

co-author countries: United States of America 🇺🇸
author keywords: conditional autoregressive prior; hierarchical models; identification; mixed linear model; variance components
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

Modeling longitudinal spatial periodontal data: A spatially adaptive model with tools for specifying priors and checking fit

BIOMETRICS, 64(3), 790–799.

By: B. Reich n & J. Hodges*

co-author countries: United States of America 🇺🇸
author keywords: conditional autoregressive prior; disease monitoring; nonstationarity; periodontal data; spatiotemporal data
MeSH headings : Analysis of Variance; Biometry / methods; Cross-Sectional Studies; Humans; Longitudinal Studies; Models, Dental; Models, Statistical; Periodontal Attachment Loss / pathology; Periodontal Diseases / diagnosis; Periodontal Diseases / etiology; Periodontal Diseases / pathology; Periodontics / statistics & numerical data; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

SPATIAL-TEMPORAL MESOSCALE MODELING OF RAINFALL INTENSITY USING GAGE AND RADAR DATA

ANNALS OF APPLIED STATISTICS, 2(4), 1148–1169.

By: M. Fuentes*, B. Reich* & G. Lee

author keywords: Conditionally autoregressive models; full symmetry; nonstationarity; rainfall modelling; spatial logistic regression; spatial-temporal models
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 journal article

Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR

BIOMETRICS, 64(1), 115–123.

By: H. Bondell n & B. Reich n

co-author countries: United States of America 🇺🇸
author keywords: correlation; penalization; predictive group; regression; shrinkage; supervised clustering; variable selection
MeSH headings : Algorithms; Artificial Intelligence; Biometry / methods; Cluster Analysis; Computer Simulation; Data Interpretation, Statistical; Epidemiologic Methods; Models, Biological; Models, Statistical; Regression Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2007 journal article

A MULTIVARIATE SEMIPARAMETRIC BAYESIAN SPATIAL MODELING FRAMEWORK FOR HURRICANE SURFACE WIND FIELDS

ANNALS OF APPLIED STATISTICS, 1(1), 249–264.

By: B. Reich* & M. Fuentes*

author keywords: Hierarchical Bayesian model; multivariate data; spatial statistics; stick-breaking prior; wind fields
Sources: Web Of Science, ORCID
Added: August 6, 2018

2006 journal article

A spatial analysis of basketball shot chart data

AMERICAN STATISTICIAN, 60(1), 3–12.

By: B. Reich n, J. Hodges n, B. Carlin n & A. Reich n

co-author countries: United States of America 🇺🇸
author keywords: Bayesian; conditionally autoregressive prior; sports
Sources: Web Of Science, ORCID
Added: August 6, 2018

2006 journal article

Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models

Biometrics, 62(4), 1197–1206.

By: B. Reich, J. Hodges & V. Zadnik

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2004 journal article

Characteristics of cigarette smokers seeking treatment for cessation versus reduction

Addictive Behaviors, 29(2), 357–364.

By: C. Lemmonds*, M. Mooney*, B. Reich* & D. Hatsukami*

co-author countries: United States of America 🇺🇸
author keywords: cigarette smoking; smoking cessation; smoking reduction; research subjects
MeSH headings : Adult; Alcohol Drinking / psychology; Diagnosis, Dual (Psychiatry); Female; Health Status; Humans; Logistic Models; Male; Middle Aged; Motivation; Patient Acceptance of Health Care / psychology; Smoking / psychology; Smoking Cessation / psychology; Substance-Related Disorders / psychology
Sources: Crossref, ORCID
Added: September 8, 2020

2004 journal article

Energy intake and physical activity during short-term smoking cessation in postmenopausal women

Addictive Behaviors, 29(5), 947–951.

By: S. Allen*, D. Brintnell*, D. Hatsukami* & B. Reich*

co-author countries: United States of America 🇺🇸
author keywords: energy intake; smoking cessation; postmenopausal women
MeSH headings : Adult; Aged; Analysis of Variance; Dietary Carbohydrates / administration & dosage; Energy Intake / physiology; Exercise / physiology; Female; Hormone Replacement Therapy / methods; Humans; Middle Aged; Postmenopause / metabolism; Postmenopause / psychology; Smoking / metabolism; Smoking Cessation; Weight Gain / physiology
Sources: Crossref, ORCID
Added: September 8, 2020

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.