Brian J. Reich
    Associate Professor
    Department of Statistics
    North Carolina State University
   

  • Parker RJ, Reich BJ Sain SR (2015+). 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 (2015+). A Markov-switching model for heat waves. Annals of Applied Statistics.

  • 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.

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

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

  • Reich BJ, Chang HH, Foley KM (2014+). A spectral method for spatial downscaling. Biometrics.

  • 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, Porter MD (2014+). 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 (2014+). 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 (2014+). "Malware detection using nonparametric Bayesian clustering and classification techniques". Technometrics.

  • 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.