- GenePair: Statistical Methods for Modeling Spatially-Referenced Paired Genetic Relatedness Data (Author: Warren JL)
- Warren JL, Chitwood MH, Sobkowiak B, Colijn C, and Cohen T. Spatial modeling of M. tuberculosis transmission with dyadic genetic relatedness data. Biometrics, In Press.
- KDExp: Kernel Density Estimation Prior Distribution for Exposure Uncertainty Propagation (Author: Warren JL)
- Comess S, Chang HH, and Warren JL (2022). A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirth. Biostatistics, In Press.
- CWVSmix: Critical Window Variable Selection for Mixtures (Author: Warren JL)
- Warren JL, Chang HH, Warren LK, Strickland MJ, Darrow LA, and Mulholland JA (2021). Critical window variable selection for mixtures: estimating the impact of multiple air pollutants on stillbirth. Annals of Applied Statistics, 16(3):1633-1652.
- KSBound: Kernel Stick-Breaking Prior Distribution for Spatial Boundary Detection (Author: Warren JL)
- Warren JL, Cai J, Johnson JP, and Deziel NC (2021). A discrete kernel stick-breaking model for detecting spatial boundaries in hydraulic fracturing wastewater disposal well placement across Ohio. Journal of the Royal Statistical Society: Series C, 71(1):175-193.
- DVCP: Directionally-Varying Change Points Model (Author: Warren JL)
- Song J and Warren JL (2021). A directionally-varying change points model for quantifying the impact of a point source. Journal of Agricultural, Biological and Environmental Statistics, 27(1):46-62.
- DLfuse: Distributed Lag Data Fusion for Estimating Ambient Air Pollution (Author: Warren JL)
- Warren JL, Miranda ML, Tootoo JL, Osgood CE, and Bell ML (2020). Spatial distributed lag data fusion for estimating ambient air pollution. Annals of Applied Statistics, 15(1):323-342.
- SpGPCW: Spatially Varying Gaussian Process Model for Critical Window Estimation (Author: Warren JL)
- Warren JL, Luben TJ, and Chang HH (2020). A spatially-varying distributed lag model with application to air pollution and term low birth weight study. Journal of the Royal Statistical Society: Series C, 69(3):681-696.
- CWVS: Critical Window Variable Selection (Author: Warren JL)
- Warren JL, Kong W, Luben TJ, and Chang HH (2020). Critical window variable selection: estimating the impact of air pollution on very preterm birth. Biostatistics, 21(4):790-806.
- womblR: Spatiotemporal Boundary Detection Model for Areal Unit Data (Author: Berchuck SI)
- Berchuck SI, Mwanza JC, and Warren JL (2019). Diagnosing glaucoma progression with visual field data using a spatiotemporal boundary detection method. Journal of the American Statistical Association, 114(527):1063-1074.
- SIFA: Tumor Subclone Identification by Feature Allocation (Author: Zeng L)
- Zeng L, Warren JL, and Zhao H (2019). Phylogeny-based tumor subclone identification using a Bayesian feature allocation model, Annals of Applied Statistics, 13(2):1212-1241.
- spCP: A Spatially Varying Change Points Model for Monitoring Glaucoma Progression Using Visual Field Data (Author: Berchuck SI)
- Berchuck SI, Mwanza JC, and Warren JL (2019). A spatially varying change points model for monitoring glaucoma progression using visual field data, Spatial Statistics, 30(2019):1-26.
- Spillover: Spatial Change Point Estimation Due to Spillover from a Point Source (Author: Warren JL)
- Warren JL, Grandjean L, Moore DAJ, Lithgow A, Coronel J, Sheen P, Zelner JL, Andrews JR, and Cohen T (2018). Investigating spillover of multidrug-resistant tuberculosis from a prison: a spatial and molecular epidemiological analysis. BMC Medicine, 16(122):1-9.
- 3BClustLonG: A Dirichlet Process Mixture Model for Clustering Longitudinal Gene Expression Data (Author: Sun J)
- Sun J, Herazo-Maya JD, Kaminski N, Zhao H, and Warren JL (2017). A Dirichlet process mixture model for clustering longitudinal gene expression data. Statistics in Medicine, 36(22):3495-3506.
- BCSub: A Bayesian Semiparametric Factor Analysis Model for Subtype Identification (Clustering) (Author: Sun J)
- Sun J, Warren JL, and Zhao H (2017). A Bayesian semiparametric factor analysis model for subtype identification. Statistical Applications in Genetics and Molecular Biology, 16(2):145-158
- Distributed Exposure Time-to-Event Model for Preterm Birth (Author: Chang HH)
- Chang HH, Warren JL, Darrow LA, Reich BJ, and Waller LA (2015). 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.
- GPCW: Gaussian Process Model for Critical Window Estimation (Author: Warren JL)
- Warren JL, Fuentes M, Herring AH, and Langlois PH (2012). Spatial-temporal modeling of the association between air pollution exposure and preterm birth: identifying critical windows of exposure. Biometrics, 68(4):1157-1167. (Winner of 2012 Best Paper in Biometrics Award)
- Warren JL, Fuentes M, Herring AH, and Langlois PH (2013). Air pollution metric analysis while determining susceptible periods of pregnancy for low birth weight. ISRN Obstetrics and Gynecology, 2013:387452.
