Joshua Warren, PhD
Associate Professor of Biostatistics
Research & Publications
Biography
News
Locations
Coauthors
Selected Publications
- Spatial Modeling of Mycobacterium Tuberculosis Transmission with Dyadic Genetic Relatedness DataWarren J, Chitwood M, Sobkowiak B, Colijn C, Cohen T. Spatial Modeling of Mycobacterium Tuberculosis Transmission with Dyadic Genetic Relatedness Data. Biometrics 2023, 79: 3650-3663. PMID: 36745619, PMCID: PMC10404301, DOI: 10.1111/biom.13836.
- A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirthComess S, Chang HH, Warren JL. A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirth. Biostatistics 2022, 25: 20-39. PMID: 35984351, PMCID: PMC10724312, DOI: 10.1093/biostatistics/kxac034.
- A Discrete Kernel Stick-Breaking Model for Detecting Spatial Boundaries in Hydraulic Fracturing Wastewater Disposal Well Placement Across OhioWarren J, Cai J, Johnson N, Deziel N. 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 (Applied Statistics) 2022, 71: 175-193. DOI: 10.1111/rssc.12527.
- SPATIAL DISTRIBUTED LAG DATA FUSION FOR ESTIMATING AMBIENT AIR POLLUTION.Warren JL, Miranda ML, Tootoo JL, Osgood CE, Bell ML. SPATIAL DISTRIBUTED LAG DATA FUSION FOR ESTIMATING AMBIENT AIR POLLUTION. The Annals Of Applied Statistics 2021, 15: 323-342. PMID: 34113416, PMCID: PMC8189329, DOI: 10.1214/20-aoas1399.
- A Nonstationary Spatial Covariance Model for Processes Driven by Point SourcesWarren J. A Nonstationary Spatial Covariance Model for Processes Driven by Point Sources. Journal Of Agricultural, Biological And Environmental Statistics 2020, 25: 415-430. DOI: 10.1007/s13253-020-00404-4.
- A Spatially Varying Distributed Lag Model with Application to an Air Pollution and Term Low Birth Weight StudyWarren JL, Luben TJ, Chang HH. A Spatially Varying Distributed Lag Model with Application to an Air Pollution and Term Low Birth Weight Study. Journal Of The Royal Statistical Society Series C (Applied Statistics) 2020, 69: 681-696. PMID: 32595237, PMCID: PMC7319179, DOI: 10.1111/rssc.12407.
- Critical window variable selection: estimating the impact of air pollution on very preterm birthWarren JL, Kong W, Luben TJ, Chang HH. Critical window variable selection: estimating the impact of air pollution on very preterm birth. Biostatistics 2019, 21: 790-806. PMID: 30958877, PMCID: PMC7422642, DOI: 10.1093/biostatistics/kxz006.
- Diagnosing Glaucoma Progression With Visual Field Data Using a Spatiotemporal Boundary Detection MethodBerchuck SI, Mwanza JC, Warren JL. Diagnosing Glaucoma Progression With Visual Field Data Using a Spatiotemporal Boundary Detection Method. Journal Of The American Statistical Association 2019, 114: 1063-1074. PMID: 31662589, PMCID: PMC6818507, DOI: 10.1080/01621459.2018.1537911.
- A spatially varying change points model for monitoring glaucoma progression using visual field dataBerchuck SI, Mwanza JC, Warren JL. A spatially varying change points model for monitoring glaucoma progression using visual field data. Spatial Statistics 2019, 30: 1-26. PMID: 30931247, PMCID: PMC6438211, DOI: 10.1016/j.spasta.2019.02.001.
- Spatial-Temporal Modeling of the Association Between Air Pollution Exposure and Preterm Birth: Identifying Critical Windows of ExposureWarren J, Fuentes M, Herring A, Langlois P. Spatial-Temporal Modeling of the Association Between Air Pollution Exposure and Preterm Birth: Identifying Critical Windows of Exposure. Biometrics 2012, 68: 1157-1167. PMID: 22568640, PMCID: PMC3422613, DOI: 10.1111/j.1541-0420.2012.01774.x.
- Bayesian spatial–temporal model for cardiac congenital anomalies and ambient air pollution risk assessmentWarren J, Fuentes M, Herring A, Langlois P. Bayesian spatial–temporal model for cardiac congenital anomalies and ambient air pollution risk assessment. Environmetrics 2012, 23: 673-684. PMID: 23482298, PMCID: PMC3589577, DOI: 10.1002/env.2174.
- Assessment of critical exposure and outcome windows in time-to-event analysis with application to air pollution and preterm birth studyChang HH, Warren JL, Darrow LA, Reich BJ, Waller LA. Assessment of critical exposure and outcome windows in time-to-event analysis with application to air pollution and preterm birth study. Biostatistics 2015, 16: 509-521. PMID: 25572998, PMCID: PMC5963471, DOI: 10.1093/biostatistics/kxu060.
- Bayesian multinomial probit modeling of daily windows of susceptibility for maternal PM2.5 exposure and congenital heart defectsWarren JL, Stingone JA, Herring AH, Luben TJ, Fuentes M, Aylsworth AS, Langlois PH, Botto LD, Correa A, Olshan AF, Study B. Bayesian multinomial probit modeling of daily windows of susceptibility for maternal PM2.5 exposure and congenital heart defects. Statistics In Medicine 2016, 35: 2786-2801. PMID: 26853919, PMCID: PMC4899303, DOI: 10.1002/sim.6891.
- Spatial Variability in the Persistence of Pneumococcal Conjugate Vaccine-targeted Pneumococcal Serotypes Among AdultsWarren JL, Pingali SC, Weinberger DM. Spatial Variability in the Persistence of Pneumococcal Conjugate Vaccine-targeted Pneumococcal Serotypes Among Adults. Epidemiology 2017, 28: 119-126. PMID: 27541841, PMCID: PMC5131859, DOI: 10.1097/ede.0000000000000551.
- A Dirichlet process mixture model for clustering longitudinal gene expression dataSun J, Herazo‐Maya J, Kaminski N, Zhao H, Warren JL. A Dirichlet process mixture model for clustering longitudinal gene expression data. Statistics In Medicine 2017, 36: 3495-3506. PMID: 28620908, PMCID: PMC5583037, DOI: 10.1002/sim.7374.
- Preterm and Early-Term Delivery After Heat Waves in 50 US Metropolitan AreasDarrow L, Huang M, Warren J, Strickland M, Holmes H, Newman A, Chang H. Preterm and Early-Term Delivery After Heat Waves in 50 US Metropolitan Areas. JAMA Network Open 2024, 7: e2412055. PMID: 38787560, PMCID: PMC11127119, DOI: 10.1001/jamanetworkopen.2024.12055.
- Identifying local foci of tuberculosis transmission in Moldova using a spatial multinomial logistic regression modelLan Y, Crudu V, Ciobanu N, Codreanu A, Chitwood M, Sobkowiak B, Warren J, Cohen T. Identifying local foci of tuberculosis transmission in Moldova using a spatial multinomial logistic regression model. EBioMedicine 2024, 102: 105085. PMID: 38531172, PMCID: PMC10987885, DOI: 10.1016/j.ebiom.2024.105085.
- Estimated Population-Level Impact of Pneumococcal Conjugate Vaccines Against All-Cause Pneumonia Mortality Among Unvaccinated in 5 Latin American CountriesPrunas O, Shioda K, Toscano C, Bastias M, Valenzuela-Bravo M, Tito J, Warren J, Weinberger D, de Oliveira L. Estimated Population-Level Impact of Pneumococcal Conjugate Vaccines Against All-Cause Pneumonia Mortality Among Unvaccinated in 5 Latin American Countries. The Journal Of Infectious Diseases 2024, jiae144. PMID: 38502711, DOI: 10.1093/infdis/jiae144.
- A scaled kernel density estimation prior for dynamic borrowing of historical information with application to clinical trial designWarren J, Wang Q, Ciarleglio M. A scaled kernel density estimation prior for dynamic borrowing of historical information with application to clinical trial design. Statistics In Medicine 2024, 43: 1615-1626. PMID: 38345148, DOI: 10.1002/sim.10032.
- A scalar-on-quantile-function approach for estimating short-term health effects of environmental exposuresZhang Y, Chang H, Warren J, Ebelt S. A scalar-on-quantile-function approach for estimating short-term health effects of environmental exposures. Biometrics 2024, 80: ujae008. PMID: 38477485, PMCID: PMC10934338, DOI: 10.1093/biomtc/ujae008.
- Hierarchical Bayesian modeling of heterogeneous outcome variance in cluster randomized trials.Tong G, Tong J, Jiang Y, Esserman D, Harhay M, Warren J. Hierarchical Bayesian modeling of heterogeneous outcome variance in cluster randomized trials. Clinical Trials 2024, 17407745231222018. PMID: 38197388, DOI: 10.1177/17407745231222018.
- Predictors of early life residential mobility in urban and rural Pennsylvania children with acute lymphoblastic leukemia and implications for environmental exposure assessmentClark C, Warren J, Saiers J, Ma X, Bell M, Deziel N. Predictors of early life residential mobility in urban and rural Pennsylvania children with acute lymphoblastic leukemia and implications for environmental exposure assessment. Journal Of Exposure Science & Environmental Epidemiology 2023, 1-10. PMID: 38148338, DOI: 10.1038/s41370-023-00636-9.
- Association of Neighborhood-Level Socioeconomic Factors With Delay to Hospital Arrival in Patients With Acute StrokeForman R, Okumu R, Mageid R, Baker A, Neu D, Parker R, Peyravi R, Schindler J, Sansing L, Sheth K, de Havenon A, Jasne A, Narula R, Wira C, Warren J, Sharma R. Association of Neighborhood-Level Socioeconomic Factors With Delay to Hospital Arrival in Patients With Acute Stroke. Neurology 2023, 102: e207764. PMID: 38165368, PMCID: PMC10834135, DOI: 10.1212/wnl.0000000000207764.
- Effects of air pollution on adverse birth outcomes and pregnancy complications in the U.S. state of Kansas (2000–2015)Hao H, Yoo S, Strickland M, Darrow L, D’Souza R, Warren J, Moss S, Wang H, Zhang H, Chang H. Effects of air pollution on adverse birth outcomes and pregnancy complications in the U.S. state of Kansas (2000–2015). Scientific Reports 2023, 13: 21476. PMID: 38052850, PMCID: PMC10697947, DOI: 10.1038/s41598-023-48329-5.
- Incorporating Data from Multiple Endpoints in the Analysis of Clinical Trials: Example from RSV VaccinesPrunas O, Willemsen J, Bont L, Pitzer V, Warren J, Weinberger D. Incorporating Data from Multiple Endpoints in the Analysis of Clinical Trials: Example from RSV Vaccines. Epidemiology 2023, 35: 103-112. PMID: 37793120, DOI: 10.1097/ede.0000000000001680.
- Associations between weekly gestational exposure of fine particulate matter, ozone, and nitrogen dioxide and preterm birth in a North Carolina Birth Cohort, 2003–2015Krajewski A, Luben T, Warren J, Rappazzo K. Associations between weekly gestational exposure of fine particulate matter, ozone, and nitrogen dioxide and preterm birth in a North Carolina Birth Cohort, 2003–2015. Environmental Epidemiology 2023, 7: e278. DOI: 10.1097/ee9.0000000000000278.
- Incorporating Efficacy Data from Initial Trials Into Subsequent Evaluations: Application to Vaccines Against Respiratory Syncytial VirusWarren J, Sundaram M, Pitzer V, Omer S, Weinberger D. Incorporating Efficacy Data from Initial Trials Into Subsequent Evaluations: Application to Vaccines Against Respiratory Syncytial Virus. Epidemiology 2023, 35: 130-136. PMID: 37963353, PMCID: PMC10842163, DOI: 10.1097/ede.0000000000001690.
- Investigation of Sources of Fluorinated Compounds in Private Water Supplies in an Oil and Gas-Producing Region of Northern West VirginiaSiegel H, Nason S, Warren J, Prunas O, Deziel N, Saiers J. Investigation of Sources of Fluorinated Compounds in Private Water Supplies in an Oil and Gas-Producing Region of Northern West Virginia. Environmental Science And Technology 2023, 57: 17452-17464. PMID: 37923386, PMCID: PMC10653085, DOI: 10.1021/acs.est.3c05192.
- Spatially-targeted tuberculosis screening has limited impact beyond household contact tracing in Lima, Peru: A model-based analysisHavumaki J, Warren J, Zelner J, Menzies N, Calderon R, Contreras C, Lecca L, Becerra M, Murray M, Cohen T. Spatially-targeted tuberculosis screening has limited impact beyond household contact tracing in Lima, Peru: A model-based analysis. PLOS ONE 2023, 18: e0293519. PMID: 37903091, PMCID: PMC10615320, DOI: 10.1371/journal.pone.0293519.
- Environmental surveillance for COVID-19 using SARS-CoV-2 RNA concentration in wastewater – a study in District East, Karachi, PakistanAnsari N, Kabir F, Khan W, Khalid F, Malik A, Warren J, Mehmood U, Kazi A, Yildirim I, Tanner W, Kalimuddin H, Kanwar S, Aziz F, Memon A, Alam M, Ikram A, Meschke J, Jehan F, Omer S, Nisar M. Environmental surveillance for COVID-19 using SARS-CoV-2 RNA concentration in wastewater – a study in District East, Karachi, Pakistan. The Lancet Regional Health - Southeast Asia 2023, 20: 100299. PMID: 38234701, PMCID: PMC10794106, DOI: 10.1016/j.lansea.2023.100299.
- Global, regional, and national estimates of tuberculosis incidence and case detection among incarcerated individuals from 2000 to 2019: a systematic analysisMartinez L, Warren J, Harries A, Croda J, Espinal M, Olarte R, Avedillo P, Lienhardt C, Bhatia V, Liu Q, Chakaya J, Denholm J, Lin Y, Kawatsu L, Zhu L, Horsburgh C, Cohen T, Andrews J. Global, regional, and national estimates of tuberculosis incidence and case detection among incarcerated individuals from 2000 to 2019: a systematic analysis. The Lancet Public Health 2023, 8: e511-e519. PMID: 37393090, PMCID: PMC10323309, DOI: 10.1016/s2468-2667(23)00097-x.
- Social Vulnerability and Groundwater Vulnerability to Contamination From Unconventional Hydrocarbon Extraction in the Appalachian BasinSoriano M, Warren J, Clark C, Johnson N, Siegel H, Deziel N, Saiers J. Social Vulnerability and Groundwater Vulnerability to Contamination From Unconventional Hydrocarbon Extraction in the Appalachian Basin. GeoHealth 2023, 7: e2022gh000758. PMID: 37064218, PMCID: PMC10100439, DOI: 10.1029/2022gh000758.
- Development of treatment-decision algorithms for children evaluated for pulmonary tuberculosis: an individual participant data meta-analysisGunasekera K, Marcy O, Muñoz J, Lopez-Varela E, Sekadde M, Franke M, Bonnet M, Ahmed S, Amanullah F, Anwar A, Augusto O, Aurilio R, Banu S, Batool I, Brands A, Cain K, Carratalá-Castro L, Caws M, Click E, Cranmer L, García-Basteiro A, Hesseling A, Huynh J, Kabir S, Lecca L, Mandalakas A, Mavhunga F, Myint A, Myo K, Nampijja D, Nicol M, Orikiriza P, Palmer M, Sant'Anna C, Siddiqui S, Smith J, Song R, Thuong Thuong N, Ung V, van der Zalm M, Verkuijl S, Viney K, Walters E, Warren J, Zar H, Marais B, Graham S, Debray T, Cohen T, Seddon J. Development of treatment-decision algorithms for children evaluated for pulmonary tuberculosis: an individual participant data meta-analysis. The Lancet Child & Adolescent Health 2023, 7: 336-346. PMID: 36924781, PMCID: PMC10127218, DOI: 10.1016/s2352-4642(23)00004-4.
- Patterns of Infectious Disease Associated With Injection Drug Use in MassachusettsGonsalves G, Paltiel A, Thornhill T, DeMaria A, Cranston K, Klevens R, Warren J. Patterns of Infectious Disease Associated With Injection Drug Use in Massachusetts. Clinical Infectious Diseases 2023, 76: 2134-2139. PMID: 36757712, PMCID: PMC10273381, DOI: 10.1093/cid/ciad073.
- Associations Between Long-Term Air Pollutant Exposure and 30-Day All-Cause Hospital Readmissions in US Patients With StrokeTran P, Warren J, Leifheit E, Goldstein L, Lichtman J. Associations Between Long-Term Air Pollutant Exposure and 30-Day All-Cause Hospital Readmissions in US Patients With Stroke. Stroke 2023, 54: e126-e129. PMID: 36729388, PMCID: PMC11059199, DOI: 10.1161/strokeaha.122.042265.
- Abstract WMP98: Associations Between Long-term Co, No2, O3, Pm2.5, And So2Exposure And 30-day All-cause Hospital Readmission Among Stroke Patients In The Us: 2014-2015Tran P, Leifheit E, Warren J, Goldstein L, Lichtman J. Abstract WMP98: Associations Between Long-term Co, No2, O3, Pm2.5, And So2Exposure And 30-day All-cause Hospital Readmission Among Stroke Patients In The Us: 2014-2015. Stroke 2023, 54: awmp98-awmp98. DOI: 10.1161/str.54.suppl_1.wmp98.
- Confounding by Conception Seasonality in Studies of Temperature and Preterm Birth: A Simulation StudyHuang M, Strickland M, Richards M, Warren J, Chang H, Darrow L. Confounding by Conception Seasonality in Studies of Temperature and Preterm Birth: A Simulation Study. Epidemiology 2023, 34: 439-449. PMID: 36719763, PMCID: PMC10993929, DOI: 10.1097/ede.0000000000001588.
- Associations between traffic-related air pollutants and preterm birth in a North Carolina birth cohort, 2003-2015Krajewski A, Luben T, Warren J, Jimenez M, Rappazzo K. Associations between traffic-related air pollutants and preterm birth in a North Carolina birth cohort, 2003-2015. ISEE Conference Abstracts 2022, 2022 DOI: 10.1289/isee.2022.p-1179.
- Unconventional oil and gas exposure and risk of childhood leukemia in PennsylvaniaClark C, Johnson N, Soriano M, Warren J, Sorrentino K, Kadan-Lottick N, Saiers J, Ma X, Deziel N. Unconventional oil and gas exposure and risk of childhood leukemia in Pennsylvania. ISEE Conference Abstracts 2022, 2022 DOI: 10.1289/isee.2022.p-0436.
- Assessing unconventional oil and gas exposure in the Appalachian Basin: Comparison of exposure surrogates and drinking water measurements in Ohio and PennsylvaniaClark C, Xiong B, Soriano M, Gutchess K, Siegel H, Ryan E, Johnson N, Cassell K, Elliott E, Li Y, Cox A, Bugher N, Glist L, Brenneis R, Sorrentino K, Plano J, Ma X, Warren J, Plata D, Saiers J, Deziel N. Assessing unconventional oil and gas exposure in the Appalachian Basin: Comparison of exposure surrogates and drinking water measurements in Ohio and Pennsylvania. ISEE Conference Abstracts 2022, 2022 DOI: 10.1289/isee.2022.p-0833.
- CRITICAL WINDOW VARIABLE SELECTION FOR MIXTURES: ESTIMATING THE IMPACT OF MULTIPLE AIR POLLUTANTS ON STILLBIRTH.Warren J, Chang H, Warren L, Strickland M, Darrow L, Mulholland J. CRITICAL WINDOW VARIABLE SELECTION FOR MIXTURES: ESTIMATING THE IMPACT OF MULTIPLE AIR POLLUTANTS ON STILLBIRTH. The Annals Of Applied Statistics 2022, 16: 1633-1652. PMID: 36686219, PMCID: PMC9854390, DOI: 10.1214/21-aoas1560.
- Vaccination with BNT162b2 reduces transmission of SARS-CoV-2 to household contacts in IsraelPrunas O, Warren JL, Crawford FW, Gazit S, Patalon T, Weinberger DM, Pitzer VE. Vaccination with BNT162b2 reduces transmission of SARS-CoV-2 to household contacts in Israel. Science 2022, 375: eabl4292. PMID: 35084937, PMCID: PMC9261115, DOI: 10.1126/science.abl4292.
- Critical Window Variable Selection for Mixtures: Estimating the Impact of Multiple Air Pollutants on StillbirthWarren J, Chang H, Warren L, Strickland M, Darrow L, Mulholland J. Critical Window Variable Selection for Mixtures: Estimating the Impact of Multiple Air Pollutants on Stillbirth. ISEE Conference Abstracts 2021, 2021 DOI: 10.1289/isee.2021.o-sy-071.
- Abstract P91: Excess Cerebrovascular Mortality in the U.S. During the Covid-19 PandemicSharma R, Kuohn L, Weinberger D, Warren J, Sansing L, Jasne A, Falcone G, Dhand A, Sheth K. Abstract P91: Excess Cerebrovascular Mortality in the U.S. During the Covid-19 Pandemic. Stroke 2021, 52 DOI: 10.1161/str.52.suppl_1.p91.
- Integrative statistical methods for exposure mixtures and healthReich BJ, Guan Y, Fourches D, Warren JL, Sarnat SE, Chang HH. Integrative statistical methods for exposure mixtures and health. The Annals Of Applied Statistics 2020, 14: 1945-1963. PMID: 35284031, PMCID: PMC8914338, DOI: 10.1214/20-aoas1364.
- Saliva or Nasopharyngeal Swab Specimens for Detection of SARS-CoV-2Wyllie AL, Fournier J, Casanovas-Massana A, Campbell M, Tokuyama M, Vijayakumar P, Warren JL, Geng B, Muenker MC, Moore AJ, Vogels CBF, Petrone ME, Ott IM, Lu P, Venkataraman A, Lu-Culligan A, Klein J, Earnest R, Simonov M, Datta R, Handoko R, Naushad N, Sewanan LR, Valdez J, White EB, Lapidus S, Kalinich CC, Jiang X, Kim DJ, Kudo E, Linehan M, Mao T, Moriyama M, Oh JE, Park A, Silva J, Song E, Takahashi T, Taura M, Weizman OE, Wong P, Yang Y, Bermejo S, Odio CD, Omer SB, Dela Cruz CS, Farhadian S, Martinello RA, Iwasaki A, Grubaugh ND, Ko AI. Saliva or Nasopharyngeal Swab Specimens for Detection of SARS-CoV-2. New England Journal Of Medicine 2020, 383: 1283-1286. PMID: 32857487, PMCID: PMC7484747, DOI: 10.1056/nejmc2016359.
- A hierarchical Bayesian model for single-cell clustering using RNA-sequencing dataLiu BY, Warren JL, Zhao H. A hierarchical Bayesian model for single-cell clustering using RNA-sequencing data. The Annals Of Applied Statistics 2019, 13: 1733-1752. PMID: 34079613, PMCID: PMC8168892, DOI: 10.1214/19-aoas1250.
- Phylogeny-based tumor subclone identification using a Bayesian feature allocation modelZeng L, Warren J, Zhao H. Phylogeny-based tumor subclone identification using a Bayesian feature allocation model. The Annals Of Applied Statistics 2019, 13: 1212-1241. DOI: 10.1214/18-aoas1223.
- Improved Detection of Visual Field Progression Using a Spatiotemporal Boundary Detection MethodBerchuck SI, Mwanza JC, Tanna AP, Budenz DL, Warren JL. Improved Detection of Visual Field Progression Using a Spatiotemporal Boundary Detection Method. Scientific Reports 2019, 9: 4642. PMID: 30874616, PMCID: PMC6420602, DOI: 10.1038/s41598-018-37127-z.
- Shale Gas Activity and Increased Rates of Sexually Transmitted Infections in Ohio, 2000-2016Deziel N, Humeau Z, Elliott E, Warren J, Niccolai L. Shale Gas Activity and Increased Rates of Sexually Transmitted Infections in Ohio, 2000-2016. ISEE Conference Abstracts 2018, 2018 DOI: 10.1289/isesisee.2018.p03.2210.
- Factors Associated with Supermarket and Convenience Store Closure: A Discrete Time Spatial Survival Modelling ApproachWarren JL, Gordon-Larsen P. Factors Associated with Supermarket and Convenience Store Closure: A Discrete Time Spatial Survival Modelling Approach. Journal Of The Royal Statistical Society Series A (Statistics In Society) 2017, 181: 783-802. PMID: 29887675, PMCID: PMC5990034, DOI: 10.1111/rssa.12330.
- Investigating the Impact of Maternal Residential Mobility on Identifying Critical Windows of Susceptibility to Ambient Air Pollution During PregnancyWarren JL, Son JY, Pereira G, Leaderer BP, Bell ML. Investigating the Impact of Maternal Residential Mobility on Identifying Critical Windows of Susceptibility to Ambient Air Pollution During Pregnancy. American Journal Of Epidemiology 2017, 187: 992-1000. PMID: 29053768, PMCID: PMC5928458, DOI: 10.1093/aje/kwx335.
- A Bayesian semiparametric factor analysis model for subtype identificationSun J, Warren JL, Zhao H. A Bayesian semiparametric factor analysis model for subtype identification. Statistical Applications In Genetics And Molecular Biology 2017, 16: 145-158. PMID: 28343169, PMCID: PMC5545128, DOI: 10.1515/sagmb-2016-0051.
- A Statistical Model to Analyze Clinician Expert Consensus on Glaucoma Progression using Spatially Correlated Visual Field DataWarren JL, Mwanza JC, Tanna AP, Budenz DL. A Statistical Model to Analyze Clinician Expert Consensus on Glaucoma Progression using Spatially Correlated Visual Field Data. Translational Vision Science & Technology 2016, 5: 14-14. PMID: 27622079, PMCID: PMC5017314, DOI: 10.1167/tvst.5.4.14.
- Spatially Modelling the Association Between Access to Recreational Facilities and Exercise: the‘Multi-Ethnic Study of Atherosclerosis’Berchuck SI, Warren JL, Herring AH, Evenson KR, Moore KA, Ranchod YK, Diez-Roux AV. Spatially Modelling the Association Between Access to Recreational Facilities and Exercise: the‘Multi-Ethnic Study of Atherosclerosis’. Journal Of The Royal Statistical Society Series A (Statistics In Society) 2015, 179: 293-310. PMID: 26877598, PMCID: PMC4751045, DOI: 10.1111/rssa.12119.
- A Distributed Lag Model for Assessing Critical Exposure and Outcome Windows in a Study of Air Pollution and Preterm BirthChang* H, Warren J, Darrow L, Reich B, Waller L. A Distributed Lag Model for Assessing Critical Exposure and Outcome Windows in a Study of Air Pollution and Preterm Birth. ISEE Conference Abstracts 2014, 2014 DOI: 10.1289/isee.2014.p3-604.
- Bayesian spatial design of optimal deep tube well locations in Matlab, BangladeshWarren JL, Perez-Heydrich C, Yunus M. Bayesian spatial design of optimal deep tube well locations in Matlab, Bangladesh. Environmetrics 2013, 24: 377-386. PMID: 24839393, PMCID: PMC4018770, DOI: 10.1002/env.2218.