Brian Reich

Selected papers

This page includes only selected publications. For a complete list see Google Scholar

  • Reich BJ, Guinness J, Vandekar SN, Shinohara RT, Staicu AM (2017). Fully-Bayesian spectral methods for imaging data. Biometrics.

  • Farjat AE, Reich BJ, Guinness J, Whetten R, McKeand S, Isik F (2017). Optimal seed deployment under climate change using spatial models: Application to loblolly pine in the Southeastern US. Journal of the American Statistical Association.

  • Pacifici JK, Reich BJ, et al (2017). Integrating multiple data sources in species distribution modeling: A framework for data fusion. Ecology.

  • Fancher CM, Han Z, Levin I, Page K, Reich BJ, Smith RC, Wilson AG, Jones JL (2017). Use of Bayesian Inference in Crystallographic Structure Refinement via Full Diffraction Profile Analysis. Scientific Reports.

  • Morris SA, Reich BJ, Thibaud E, Cooley D (2017). A space-time skew-t model for threshold exceedances. Biometrics.

  • Storlie CB, Reich BJ, Rust WN, Ticknor LO, Bonnie AM, Montoya AJ, Michalak SE (2017). Spatiotemporal modeling of node temperatures in supercomputers . Journal of the American Statistical Association.

  • Parker RJ, Reich BJ Eidsvik J (2017). A fused lasso approach to nonstationary spatial covariance estimation. Journal of Agricultural, Biological, and Environmental Statistics..

  • Parker RJ, Reich BJ Sain SR (2016+). A multiresolution approach to estimating value added by regional climate models . Journal of Climate.

  • Smith LB, Fuentes M, Gordon-Larsen P, Reich BJ (2015). Quantile regression for mixed models with application to examine blood pressure trends in China. Annals of Applied Statistics.

  • Shaby BA, Reich BJ, Cooley D, Kaufman C (2016+). A Markov-switching model for heat waves. Annals of Applied Statistics.

  • Smith LB, Reich BJ, Fuentes M, Herring AH, Langlois, PH (2015). Multilevel Quantile Function Modeling with Application to Birth Outcomes . Biometrics.

  • Schnell P, Bandyopadhyay D Reich BJ, Nunn M (2015). A marginal cure-rate proportional hazards model for spatial survival data . Journal of the Royal Statistical Society: Series C.

  • Boehm Vock LF, Reich BJ, Fuentes M, Dominici F (2015). Spatial variable selection methods for investigating acute health effects of fine particulate matter components. Biometrics.

  • Reich BJ, Porter MD (2015). Partially-supervised spatiotemporal clustering for burglary crime series identification. Journal of the Royal Statistical Society: Series A.

  • Sun W, Reich BJ, Cai T, Guindani M, Schwartzman A (2015). False Discovery Control in Large-Scale Spatial Multiple Testing. Journal of the Royal Statistical Society: Series B.

  • Kao Y, Reich BJ, Storlie CB, Anderson B (2015). "Malware detection using nonparametric Bayesian clustering and classification techniques". Technometrics.

  • Grantham NS, Reich BJ, Pacifici K, Laber EB, Menninger HL, Henley JB, Barberan A, Leff JW, Fierer N, Dunn RR (2015). Fungi identify the geographic origin of dust samples . PLOS ONE.

  • Reich BJ, Chang HH, Foley KM (2015). A spectral method for spatial downscaling. Biometrics.

    2014

  • Stephenson A, Shaby B, Reich BJ, Sullivan, A (2014). Estimating spatially varying severity thresholds of the forest fire danger rating system using max-stable extreme event modelling. Journal of Applied Meteorology and Climatology.

  • Reich BJ, Gardner B (2014). A spatial capture-recapture model for territorial species. Environmetrics.

  • Wilson A, Reich BJ (2014). Confounder selection via penalized credible regions. Biometrics.

  • Wilson A, Rappold AG, Neas LM, Reich BJ (2014). Modeling the Effect of Temperature on Ozone-Related Mortality. Annals of Applied Statistics.

  • Eidsvik, J, Shaby BA, Reich BJ, Wheeler M, Niemi J (2014). Estimation and prediction in spatial models with block composite likelihoods. Journal of Computational and Graphical Statistics.

  • Reich BJ, Shaby BJ, Cooley D (2014). A hierarchical model for serially-dependent extremes: A study of heat waves in the western US. Journal of Agricultural, Biological, and Environmental Statistics.

  • Wilson A, Reif DM, Reich BJ (2014). Hierarchical dose-response modeling for high-throughput toxicity screening of environmental chemicals. Biometrics.

    2013

  • Reich BJ, Smith LB (2013). Bayesian quantile regression for censored data. Biometrics.

  • Reich BJ, Bandyopadhyay D, Bondell HD (2013). A nonparametric spatial model for periodontal data with non-random missingness. Journal of the American Statistical Association.

  • Boehm L, Reich BJ, Bandyopadhyay (2013). Brigding conditional and marginal inference for spatially-referenced binary data. Biometrics.

  • Reich BJ, Cooley D, Foley KM, Napelenok SL, Shaby BA (2013). Extreme value analysis for evaluating ozone control strategies. Annals of Applied Statistics.

  • Fuentes M, Reich BJ (2013). Multivariate spatial nonparametric modelling via kernel processes mixing. Statistica Sinica.

  • Fuentes M, Henry J, Reich BJ (2013). Nonparametric Spatial Models for Extremes: Application to Extreme Temperature Data. Extremes.

  • Chang H, Reich BJ, Miranda ML (2013). Spatial time-to-event analysis of fine particulate matter and preterm birth. Journal of the Royal Statistical Society: Series C.

    2012

  • Foley KM, Reich BJ , Napelenok SL (2012). Bayesian analysis of a reduced-form air quality model. Environmental Science & Technology.

  • Bondell HD, Reich BJ (2012). Consistent high-dimensional variable selection via penalized credible regions. Journal of the American Statistical Association.

  • Shaby BA, Reich BJ (2012). Bayesian spatial extreme value analysis to assess the changing risk of concurrent high temperatures across large portions of European cropland. Environmetrics.

  • Chang HH, Reich BJ, Miranda ML (2012). Time-to-Event Analysis of Fine Particle Air Pollution and Preterm Birth: Results from North Carolina, 2001-2005. American Journal of Epidemiology.

  • Reich BJ, Fuentes M (2012). Nonparametric Bayesian models for a spatial covariance. Statistical Methodology.

  • Reich BJ, Shaby BA (2012). A hierarchical max-stable spatial model for extreme precipitation. Annals of Applied Statistics.

  • Reich BJ (2012). Spatiotemporal quantile regression for detecting distributional changes in environmental processes. Journal of the Royal Statistical Society: Series C.

  • Reich BJ, Kalendra E, Storlie CB, Bondell HD, Fuentes M (2012). Variable selection for high-dimensional Bayesian density estimation: Application to human exposure simulation. Journal of the Royal Statistical Society: Series C.

  • Modlin D, Fuentes F, Reich BJ (2012). Circular conditional autoregressive modling of vector fields. Environmetrics.

    2011

  • Reich BJ, Eidsvik J, Guindani M, Nail AJ, Schmidt AM (2011). A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration. Annals of Applied Statistics.

  • Pati D, Reich BJ, Dunson DB (2011). Bayesian geostatistical modeling with informative sampling locations. Biometrika.

  • Reich BJ, Bondell HD (2011). A spatial Dirichlet process mixture model for clustering population genetic data. Biometrics.

  • Bandyopadhyay D, Reich BJ, Slate E (2011). A spatial beta-binomial model for clustered count data on dental caries. Statistical Methods in Medical Research.

  • Reich BJ, Bondell HD, Li L (2011). Sufficient dimension reduction via Bayesian mixture modeling. Biometrics.

  • Storlie CB, Bondell HD, Reich BJ, Zhang HH (2011). Surface estimation, variable selection, and the nonparametric oracle property. Statistica Sinica.

  • Reich BJ, Fuentes M, Dunson DB (2011). Bayesian spatial quantile regression. Journal of the American Statistical Association.

    2010

  • Bondell HD, Reich BJ, Wang H (2010). Non-crossing quantile regression curve estimation. Biometrika.

  • Reich BJ, Bondell HD, Wang H (2010). Flexible Bayesian quantile regression for independent and clustered data. Biostatistics.

  • Hodges J, Reich BJ (2010). Adding spatially-correlated errors can mess up the fixed effect you love. The American Statistician.

  • Reich BJ, Bandyopadhyay D (2010). A latent factor model for spatial data with informative missingness. Annals of Applied Statistics.

  • Reich BJ, Fuentes M, Herring AH, Evenson KR (2010). Bayesian Variable Selection for Multivariate Spatially-Varying Coefficient Regression. Biometrics.

  • Storlie CB, Bondell HD, Reich BJ (2010). A Locally Adaptive Penalty for Estimation of Functions with Varying Roughness. Journal of Computational and Graphical Statistics.

    2009

  • Choi J, Fuentes M, Reich BJ (2009). Spatial-temporal association between fine particulate matter and daily mortality. Journal of Computational and Graphical Statistics.

  • Reich BJ, Fuentes M, Burke J (2009). Analysis of the effects of ultrafine particulate matter while accounting for human exposure. Environmetrics.

  • Bandyopadhyay D, Reich BJ, Slate E (2009). Bayesian Modeling of Multivariate Spatial Binary Data with applications to Dental Caries. Statistics in Medicine.

  • Bandyopadhyay D, Reich BJ, Slate E (2009). Bayesian Modeling of Multivariate Spatial Binary Data with applications to Dental Caries. Statistics in Medicine.

  • Choi J, Reich BJ , Fuentes M, Davis JM (2009). Multivariate spatial-temporal modeling and prediction of speciated fine particles. Journal of Statistical Theory and Practice.

  • Reich BJ, Storlie CS, Bondell HD (2009). Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes. Technometrics.

  • Bondell HD, Reich BJ (2009). Simultaneous factor selection and collapsing of levels in ANOVA . Biometrics.

    2008 and earlier

  • Bondell HD, Reich BJ (2008). Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR. Biometrics.

  • Reich BJ, Hodges JS (2008). Identification of the Variance Components in the General Two-Variance Linear Model. Journal of Statistical Planning and Inference.

  • Fuentes M, Reich BJ, Lee G (2008). Spatial-temporal mesoscale modelling of rainfall intensity using gage and radar data. Annals of Applied Statistics.

  • Reich BJ, Hodges JS (2008). Modeling longitudinal spatial periodontal data: A spatially-adaptive model with tools for specifying priors and checking fit. Biometrics.

  • Reich BJ, Fuentes M (2007). A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields . Annals of Applied Statistics.

  • Reich BJ, Hodges JS, Carlin BP (2007). Spatial analysis of periodontal data using conditionally autoregressive priors having two types of neighbor relations. Journal of the American Statistical Association.

  • Reich BJ, Hodges JS, Zadnik V (2006). Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models . Biometrics (Known errors).

  • Reich BJ, Hodges JS, Carlin BP, Reich AM (2006). A Spatial Analysis of Basketball Shot Chart Data . American Statistician.