Associate Professor of Biostatistics, Yale University
- KDExp: Kernel Density Estimation Prior Distribution for Exposure Uncertainty Propagation (Author: Warren JL)
- Comess S, Chang HH, and Warren JL (2024). A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirth. Biostatistics, 25(1):20-39.
- GenePair: Statistical Methods for Modeling Spatially-Referenced Paired Genetic Relatedness Data (Author: Warren JL)
- 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.
- 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.
- 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.
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