Brian Reich -- Selected publications

Note: software for many of these papers is also available.

2011

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

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

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

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

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

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

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

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

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

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

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

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

    2010

  • Bondell HD, Reich BJ, Wang H. Non-crossing quantile regression curve estimation. Biometrika, 97 825-838.

  • Storlie CB, Bondell HD, Reich BJ. A Locally Adaptive Penalty for Estimation of Functions with Varying Roughness. Journal of Computational and Graphical Statistics, 19, 569--589.

  • Reich BJ, Fuentes M, Herring AH, Evenson KR. Bayesian Variable Selection for Multivariate Spatially-Varying Coefficient Regression. Biometrics, 66, 772-782.

  • Hodges J, Reich BJ. Adding spatially-correlated errors can mess up the fixed effect you love. The American Statistician, 64, 335-344.

  • Reich BJ, Bondell HD, Wang H. Flexible Bayesian quantile regression for independent and clustered data. Biostatistics, 11, 337-352.

  • Reich BJ, Bandyopadhyay D. A latent factor model for spatial data with informative missingness. Annals of Applied Statistics, 4, 439--459.

    2009

  • Bandyopadhyay D, Reich BJ, Slate E (2009). Bayesian Modeling of Multivariate Spatial Binary Data with applications to Dental Caries. Statistics in Medicine, 28, 3492-3508.

  • Reich BJ, Storlie CS, Bondell HD. Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes. Technometrics, 51, 110-112.

  • Choi J, Fuentes M, Reich BJ. Spatial-temporal association between fine particulate matter and daily mortality. Journal of Computational and Graphical Statistics, 53, 2989-3000.

  • Bondell HD, Reich BJ. Simultaneous factor selection and collapsing of levels in ANOVA . Biometrics, 69, 169-177.

  • Choi J, Reich BJ , Fuentes M, Davis JM. Multivariate spatial-temporal modeling and prediction of speciated fine particles. Journal of Statistical Theory and Practice, 3, 407-418.

  • Hayashi K, Reich BJ, DeLong R, Lee SP, Mizoguchi I. A novel statistical model for mandibular helical axis analysis. Journal of Oral Rehabilitation, 36, 102-109.

  • Costalonga M, Batas L, Reich BJ. Effects of Toll-Like Receptor-4 in Porphyromonas gingivalis-induced bone loss. Journal of Periodontal Research, 44, 537-542.

  • Reich BJ, Fuentes M, Burke J. Analysis of the effects of ultrafine particulate matter while accounting for human exposure. Environmetrics, 20, 131-146.

    2008

  • Fuentes M, Reich BJ, Lee G. Spatial-temporal mesoscale modelling of rainfall intensity using gage and radar data. Annals of Applied Statistics, 4, 1148-1169.

  • Reich BJ, Hodges JS. Modeling longitudinal spatial periodontal data: A spatially-adaptive model with tools for specifying priors and checking fit. Biometrics, 64, 790-799.

  • Bondell HD, Reich BJ. Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR. Biometrics, 64: 115-123.

  • Reich BJ, Hodges JS. Identification of the Variance Components in the General Two-Variance Linear Model. Journal of Statistical Planning and Inference 138:1592-1604.

    2007

  • Reich BJ, Fuentes M. A multivariate semiparametric Bayesian spatial modeling framework for hurricane surface wind fields . Annals of Applied Statistics, 1:249-264.

  • Reich BJ, Hodges JS, Carlin BP. Spatial analysis of periodontal data using conditionally autoregressive priors having two types of neighbor relations. JASA, 102:44-55.

  • Reich BJ, Fuentes M (2007). Non-Gaussian Bayesian spatial modeling of hurricane surface wind fields. In the proceedings of the International Statistical Institute Conference, IMP08, Lisboa.

    2006

  • Reich BJ, Hodges JS, Zadnik V. Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models . Biometrics, 62:1197-1206.

  • Reich BJ, Hodges JS, Carlin BP, Reich AM. A Spatial Analysis of Basketball Shot Chart Data . American Statistician, 60: 3-12.

  • Zadnik V, Reich BJ (2006). Analysis of the relationship between socioeconomic factors and stomach cancer incidence in Slovenia. Neoplasma, 53: 103-10.