Adam A. Szpiro - Publications

Affiliations: 
Biostatistics - Public Health University of Washington, Seattle, Seattle, WA 
Area:
Biostatistics Biology, Epidemiology

118 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Zhang B, Mendes de Leon CF, Langa KM, Weuve J, Szpiro A, Faul J, D'Souza J, Kaufman JD, Hirth RA, Lisabeth LD, Gao J, Adar SD. Source-Specific Air Pollution and Loss of Independence in Older Adults Across the US. Jama Network Open. 7: e2418460. PMID 38941096 DOI: 10.1001/jamanetworkopen.2024.18460  0.301
2024 Ni Y, Sullivan A, Szpiro AA, Peng J, Loftus CT, Hazlehurst MF, Sherris A, Wallace ER, Murphy LE, Nguyen RHN, Swan SH, Sathyanarayana S, Barrett ES, Mason WA, Bush NR, et al. Air Pollution Exposures and Child Executive Function: A U.S. Multi-Cohort Study. Epidemiology (Cambridge, Mass.). PMID 38871635 DOI: 10.1097/EDE.0000000000001754  0.357
2024 Zuidema C, Bi J, Burnham D, Carmona N, Gassett AJ, Slager DL, Schumacher C, Austin E, Seto E, Szpiro AA, Sheppard L. Leveraging low-cost sensors to predict nitrogen dioxide for epidemiologic exposure assessment. Journal of Exposure Science & Environmental Epidemiology. PMID 38589565 DOI: 10.1038/s41370-024-00667-w  0.352
2024 Wu Y, Bi J, Gassett AJ, Young MT, Szpiro AA, Kaufman JD. Integrating traffic pollution dispersion into spatiotemporal NO prediction. The Science of the Total Environment. 171652. PMID 38485010 DOI: 10.1016/j.scitotenv.2024.171652  0.349
2024 Hazlehurst MF, Carroll KN, Moore PE, Szpiro AA, Adgent MA, Dearborn LC, Sherris AR, Loftus CT, Ni Y, Zhao Q, Barrett ES, Nguyen RHN, Swan SH, Wright RJ, Bush NR, et al. Associations of prenatal ambient air pollution exposures with asthma in middle childhood. International Journal of Hygiene and Environmental Health. 258: 114333. PMID 38460460 DOI: 10.1016/j.ijheh.2024.114333  0.333
2024 Power MC, Bennett EE, Lynch KM, Stewart JD, Xu X, Park ES, Smith RL, Vizuete W, Margolis HG, Casanova R, Wallace R, Sheppard L, Ying Q, Serre ML, Szpiro AA, et al. Comparison of Air Pollution Exposures and Health Effects Associations Using 11 Different Modeling Approaches in the Women's Health Initiative Memory Study (WHIMS). Environmental Health Perspectives. 132: 17003. PMID 38226465 DOI: 10.1289/EHP12995  0.384
2024 Blanco MN, Shaffer RM, Li G, Adar SD, Carone M, Szpiro AA, Kaufman JD, Larson TV, Hajat A, Larson EB, Crane PK, Sheppard L. Traffic-related air pollution and dementia incidence in the Adult Changes in Thought Study. Environment International. 183: 108418. PMID 38185046 DOI: 10.1016/j.envint.2024.108418  0.313
2023 Bi J, Burnham D, Zuidema C, Schumacher C, Gassett AJ, Szpiro AA, Kaufman JD, Sheppard L. Evaluating low-cost monitoring designs for PM exposure assessment with a spatiotemporal modeling approach. Environmental Pollution (Barking, Essex : 1987). 343: 123227. PMID 38147948 DOI: 10.1016/j.envpol.2023.123227  0.363
2023 Young MT, Jansen K, Cosselman KE, Gould TR, Stewart JA, Larson T, Sack C, Vedal S, Szpiro AA, Kaufman JD. Blood Pressure Effect of Traffic-Related Air Pollution : A Crossover Trial of In-Vehicle Filtration. Annals of Internal Medicine. PMID 38011704 DOI: 10.7326/M23-1309  0.33
2023 Wesselink AK, Hystad P, Kirwa K, Kaufman JD, Willis MD, Wang TR, Szpiro AA, Levy JI, Savitz DA, Rothman KJ, Hatch EE, Wise LA. Air pollution and fecundability in a North American preconception cohort study. Environment International. 181: 108249. PMID 37862861 DOI: 10.1016/j.envint.2023.108249  0.387
2023 Bennett EE, Song Z, Lynch KM, Liu C, Stapp EK, Xu X, Park ES, Ying Q, Smith RL, Stewart JD, Whitsel EA, Mosley TH, Wong DF, Liao D, Yanosky JD, ... Szpiro AA, et al. The association of long-term exposure to criteria air pollutants, fine particulate matter components, and airborne trace metals with late-life brain amyloid burden in the Atherosclerosis Risk in Communities (ARIC) study. Environment International. 180: 108200. PMID 37774459 DOI: 10.1016/j.envint.2023.108200  0.32
2023 Zhang B, Langa KM, Weuve J, D'Souza J, Szpiro A, Faul J, Mendes de Leon C, Kaufman JD, Lisabeth L, Hirth RA, Adar SD. Hypertension and Stroke as Mediators of Air Pollution Exposure and Incident Dementia. Jama Network Open. 6: e2333470. PMID 37728927 DOI: 10.1001/jamanetworkopen.2023.33470  0.317
2023 Zhang B, Weuve J, Langa KM, D'Souza J, Szpiro A, Faul J, Mendes de Leon C, Gao J, Kaufman JD, Sheppard L, Lee J, Kobayashi LC, Hirth R, Adar SD. Comparison of Particulate Air Pollution From Different Emission Sources and Incident Dementia in the US. Jama Internal Medicine. PMID 37578757 DOI: 10.1001/jamainternmed.2023.3300  0.315
2023 Leiser CL, Whitsel EA, Reiner A, Rich SS, Rotter JI, Taylor KD, Tracy RP, Kooperberg C, Smith AV, Mason JE, Mychaleckyj JC, Bick AG, Szpiro AA, Kaufman JD. Associations between ambient air pollutants and clonal hematopoiesis of indeterminate potential (CHIP). Cancer Epidemiology, Biomarkers & Prevention : a Publication of the American Association For Cancer Research, Cosponsored by the American Society of Preventive Oncology. PMID 37466697 DOI: 10.1158/1055-9965.EPI-23-0305  0.362
2023 Kulick ER, Eliot MN, Szpiro AA, Coull BA, Tinker LF, Eaton CB, Whitsel EA, Stewart JD, Kaufman JD, Wellenius GA. Long-term exposure to ambient particulate matter and stroke etiology: Results from the Women's Health Initiative. Environmental Research. 224: 115519. PMID 36813070 DOI: 10.1016/j.envres.2023.115519  0.33
2022 Ni Y, Loftus CT, Szpiro AA, Young MT, Hazlehurst MF, Murphy LE, Tylavsky FA, Mason WA, LeWinn KZ, Sathyanarayana S, Barrett ES, Bush NR, Karr CJ. Associations of Pre- and Postnatal Air Pollution Exposures with Child Behavioral Problems and Cognitive Performance: A U.S. Multi-Cohort Study. Environmental Health Perspectives. 130: 67008. PMID 35737514 DOI: 10.1289/EHP10248  0.322
2022 Enquobahrie DA, MacDonald J, Hussey M, Bammler TK, Loftus CT, Paquette AG, Byington N, Marsit CJ, Szpiro A, Kaufman JD, LeWinn KZ, Bush NR, Tylavsky F, Karr CJ, Sathyanarayana S. Prenatal exposure to particulate matter and placental gene expression. Environment International. 165: 107310. PMID 35653832 DOI: 10.1016/j.envint.2022.107310  0.313
2022 Quraishi SM, Hazlehurst MF, Loftus CT, Nguyen RHN, Barrett ES, Kaufman JD, Bush NR, Karr CJ, LeWinn KZ, Sathyanarayana S, Tylavsky FA, Szpiro AA, Enquobahrie DA. Association of prenatal exposure to ambient air pollution with adverse birth outcomes and effect modification by socioeconomic factors. Environmental Research. 113571. PMID 35640705 DOI: 10.1016/j.envres.2022.113571  0.361
2022 Wai TH, Apte JS, Harris MH, Kirchstetter TW, Portier CJ, Preble CV, Roy A, Szpiro AA. Insights from Application of a Hierarchical Spatio-Temporal Model to an Intensive Urban Black Carbon Monitoring Dataset. Atmospheric Environment (Oxford, England : 1994). 277. PMID 35462958 DOI: 10.1016/j.atmosenv.2022.119069  0.309
2021 Liu J, Clark LP, Bechle MJ, Hajat A, Kim SY, Robinson AL, Sheppard L, Szpiro AA, Marshall JD. Disparities in Air Pollution Exposure in the United States by Race/Ethnicity and Income, 1990-2010. Environmental Health Perspectives. 129: 127005. PMID 34908495 DOI: 10.1289/EHP8584  0.397
2021 Bi J, Carmona N, Blanco MN, Gassett AJ, Seto E, Szpiro AA, Larson TV, Sampson PD, Kaufman JD, Sheppard L. Publicly available low-cost sensor measurements for PM exposure modeling: Guidance for monitor deployment and data selection. Environment International. 158: 106897. PMID 34601393 DOI: 10.1016/j.envint.2021.106897  0.409
2021 Filigrana P, Milando C, Batterman S, Levy JI, Mukherjee B, Pedde M, Szpiro AA, Adar SD. Exposures to Primary Air Pollutants Generated by Highway Traffic and the Risk of Daily Mortality in Near Road Communities: A Case-Crossover Study. American Journal of Epidemiology. PMID 34347034 DOI: 10.1093/aje/kwab215  0.403
2021 Kirwa K, Szpiro AA, Sheppard L, Sampson PD, Wang M, Keller JP, Young MT, Kim SY, Larson TV, Kaufman JD. Fine-Scale Air Pollution Models for Epidemiologic Research: Insights From Approaches Developed in the Multi-ethnic Study of Atherosclerosis and Air Pollution (MESA Air). Current Environmental Health Reports. PMID 34086258 DOI: 10.1007/s40572-021-00310-y  0.454
2021 Ni Y, Szpiro AA, Young MT, Loftus CT, Bush NR, LeWinn KZ, Sathyanarayana S, Enquobahrie DA, Davis RL, Kratz M, Fitzpatrick AL, Sonney JT, Tylavsky FA, Karr CJ. Associations of Pre- and Postnatal Air Pollution Exposures with Child Blood Pressure and Modification by Maternal Nutrition: A Prospective Study in the CANDLE Cohort. Environmental Health Perspectives. 129: 47004. PMID 33797937 DOI: 10.1289/EHP7486  0.338
2021 Ni Y, Tracy RP, Cornell E, Kaufman JD, Szpiro AA, Campen MJ, Vedal S. Short-term exposure to air pollution and biomarkers of cardiovascular effect: A repeated measures study. Environmental Pollution (Barking, Essex : 1987). 279: 116893. PMID 33765506 DOI: 10.1016/j.envpol.2021.116893  0.419
2020 Wesselink AK, Kirwa K, Hatch EE, Hystad P, Szpiro AA, Kaufman JD, Levy JI, Mikkelsen EM, Quraishi SM, Rothman KJ, Wise LA. Residential proximity to major roads and fecundability in a preconception cohort. Environmental Epidemiology (Philadelphia, Pa.). 4: e112. PMID 33778352 DOI: 10.1097/EE9.0000000000000112  0.347
2020 Wang M, Hou ZH, Xu H, Budoff MJ, Szpiro AA, Vedal S, Kaufman JD, Lu B. Ambient air pollution, traffic proximity and coronary atherosclerotic phenotype in China. Environmental Research. 188: 109841. PMID 32846635 DOI: 10.1016/J.Envres.2020.109841  0.461
2020 Adgent MA, Carroll KN, Hazlehurst MF, Loftus CT, Szpiro AA, Karr CJ, Barrett ES, LeWinn KZ, Bush NR, Tylavsky FA, Kannan K, Sathyanarayana S. A combined cohort analysis of prenatal exposure to phthalate mixtures and childhood asthma. Environment International. 143: 105970. PMID 32763629 DOI: 10.1016/J.Envint.2020.105970  0.36
2020 Vu PT, Larson TV, Szpiro AA. Probabilistic predictive principal component analysis for spatially misaligned and high-dimensional air pollution data with missing observations. Environmetrics. 31. PMID 32581624 DOI: 10.1002/Env.2614  0.446
2020 Chambliss S, Preble CV, Caubel JJ, Cados T, Messier KP, Alvarez RA, LaFranchi B, Lunden MM, Marshall JD, Szpiro AA, Kirchstetter TW, Apte JS. Comparison of Mobile and Fixed-Site Black Carbon Measurements for High-Resolution Urban Pollution Mapping. Environmental Science & Technology. PMID 32525662 DOI: 10.1021/Acs.Est.0C01409  0.379
2020 Kim SY, Bechle M, Hankey S, Sheppard L, Szpiro AA, Marshall JD. Concentrations of criteria pollutants in the contiguous U.S., 1979 - 2015: Role of prediction model parsimony in integrated empirical geographic regression. Plos One. 15: e0228535. PMID 32069301 DOI: 10.1371/Journal.Pone.0228535  0.436
2020 Keller JP, Szpiro AA. Selecting a scale for spatial confounding adjustment Journal of the Royal Statistical Society: Series a (Statistics in Society). 183: 1121-1143. DOI: 10.1111/Rssa.12556  0.369
2020 Wang Y, Bechle MJ, Kim S, Adams PJ, Pandis SN, Pope CA, Robinson AL, Sheppard L, Szpiro AA, Marshall JD. Spatial decomposition analysis of NO2 and PM2.5 air pollution in the United States Atmospheric Environment. 241: 117470. DOI: 10.1016/J.Atmosenv.2020.117470  0.449
2019 Loftus CT, Ni Y, Szpiro AA, Hazlehurst MF, Tylavsky FA, Bush NR, Sathyanarayana S, Carroll KN, Young M, Karr CJ, LeWinn KZ. Exposure to ambient air pollution and early childhood behavior: A longitudinal cohort study. Environmental Research. 183: 109075. PMID 31999995 DOI: 10.1016/J.Envres.2019.109075  0.435
2019 Hajat A, Hazlehurst MF, Golden SH, Merkin SS, Seeman T, Szpiro AA, Kaufman JD, Roux AD. The cross-sectional and longitudinal association between air pollution and salivary cortisol: Evidence from the Multi-Ethnic Study of Atherosclerosis. Environment International. 131: 105062. PMID 31491811 DOI: 10.1016/J.Envint.2019.105062  0.372
2019 Wang M, Aaron CP, Madrigano J, Hoffman EA, Angelini E, Yang J, Laine A, Vetterli TM, Kinney PL, Sampson PD, Sheppard LE, Szpiro AA, Adar SD, Kirwa K, Smith B, et al. Association Between Long-term Exposure to Ambient Air Pollution and Change in Quantitatively Assessed Emphysema and Lung Function. Jama. 322: 546-556. PMID 31408135 DOI: 10.1001/Jama.2019.10255  0.495
2019 Wang M, Hou ZH, Xu H, Liu Y, Budoff MJ, Szpiro AA, Kaufman JD, Vedal S, Lu B. Association of Estimated Long-term Exposure to Air Pollution and Traffic Proximity With a Marker for Coronary Atherosclerosis in a Nationwide Study in China. Jama Network Open. 2: e196553. PMID 31251382 DOI: 10.1001/jamanetworkopen.2019.6553  0.392
2019 Loftus CT, Hazlehurst MF, Szpiro AA, Ni Y, Tylavsky FA, Bush NR, Sathyanarayana S, Carroll KN, Karr CJ, LeWinn KZ. Prenatal air pollution and childhood IQ: Preliminary evidence of effect modification by folate. Environmental Research. 176: 108505. PMID 31229778 DOI: 10.1016/J.Envres.2019.05.036  0.436
2019 Aaron CP, Hoffman EA, Kawut SM, Austin JHM, Budoff M, Michos ED, Hinckley Stukovsky K, Sack C, Szpiro AA, Watson KD, Kaufman JD, Barr RG. Ambient air pollution and pulmonary vascular volume on computed tomography: the MESA Air Pollution and Lung cohort studies. The European Respiratory Journal. 53. PMID 31167881 DOI: 10.1183/13993003.02116-2018  0.448
2019 Hajat A, Diez Roux AV, Castro-Diehl C, Cosselman K, Golden SH, Hazlehurst MF, Szpiro A, Vedal S, Kaufman JD. The Association between Long-Term Air Pollution and Urinary Catecholamines: Evidence from the Multi-Ethnic Study of Atherosclerosis. Environmental Health Perspectives. 127: 57007. PMID 31095432 DOI: 10.1289/Ehp3286  0.485
2018 Bose M, Larson T, Szpiro AA. Adaptive predictive principal components for modeling multivariate air pollution. Environmetrics. 29. PMID 32581623 DOI: 10.1002/Env.2525  0.467
2018 Keller JP, Larson TV, Austin E, Barr RG, Sheppard L, Vedal S, Kaufman JD, Szpiro AA. Pollutant composition modification of the effect of air pollution on progression of coronary artery calcium: the Multi-Ethnic Study of Atherosclerosis. Environmental Epidemiology (Philadelphia, Pa.). 2. PMID 30854505 DOI: 10.1097/EE9.0000000000000024  0.365
2018 Billings ME, Gold D, Szpiro A, Aaron C, Jorgensen N, Gassett A, Leary PJ, Kaufman JD, Redline SR. The Association of Ambient Air Pollution with Sleep Apnea: The Multi-Ethnic Study of Atherosclerosis. Annals of the American Thoracic Society. PMID 30571166 DOI: 10.1513/Annalsats.201804-248Oc  0.36
2018 Xu H, Bechle MJ, Wang M, Szpiro AA, Vedal S, Bai Y, Marshall JD. National PM and NO exposure models for China based on land use regression, satellite measurements, and universal kriging. The Science of the Total Environment. 655: 423-433. PMID 30472644 DOI: 10.1016/J.Scitotenv.2018.11.125  0.458
2018 Adar SD, Chen YH, D'Souza JC, O'Neill MS, Szpiro AA, Auchincloss AH, Park SK, Daviglus ML, Diez Roux AV, Kaufman JD. Longitudinal Analysis of Long-Term Air Pollution Levels and Blood Pressure: A Cautionary Tale from the Multi-Ethnic Study of Atherosclerosis. Environmental Health Perspectives. 126: 107003. PMID 30392401 DOI: 10.1289/Ehp2966  0.435
2018 Messier KP, Chambliss SE, Gani S, Alvarez R, Brauer M, Choi JJ, Hamburg SP, Kerckhoffs J, LaFranchi B, Lunden MM, Marshall JD, Portier CJ, Roy A, Szpiro AA, Vermeulen RCH, et al. Mapping Air Pollution with Google Street View Cars: Efficient Approaches with Mobile Monitoring and Land Use Regression. Environmental Science & Technology. PMID 30354135 DOI: 10.1021/Acs.Est.8B03395  0.433
2018 Miller KA, Spalt EW, Gassett AJ, Curl CL, Larson TV, Avol E, Allen RW, Vedal S, Szpiro AA, Kaufman JD. Estimating ambient-origin PM exposure for epidemiology: observations, prediction, and validation using personal sampling in the Multi-Ethnic Study of Atherosclerosis. Journal of Exposure Science & Environmental Epidemiology. PMID 30166581 DOI: 10.1038/S41370-018-0053-X  0.48
2018 Vlaanderen J, Portengen L, Chadeau-Hyam M, Szpiro A, Gehring U, Brunekreef B, Hoek G, Vermeulen R. Error in air pollution exposure model determinants and bias in health estimates. Journal of Exposure Science & Environmental Epidemiology. 29: 258-266. PMID 29880834 DOI: 10.1038/S41370-018-0045-X  0.475
2018 Hooper LG, Young MT, Keller JP, Szpiro AA, O'Brien KM, Sandler DP, Vedal S, Kaufman JD, London SJ. Ambient Air Pollution and Chronic Bronchitis in a Cohort of U.S. Women. Environmental Health Perspectives. 126: 027005. PMID 29410384 DOI: 10.1289/Ehp2199  0.478
2018 Loftus C, Hazlehurst M, Szpiro A, Karr C, Tylavsky F, Bush N, Ni Y, Sathyanarayana S, LeWinn K. Prenatal Exposure to Ambient Air Pollution and Early Childhood Neurodevelopment: A Longitudinal Birth Cohort Study in an Urban Region of the Southeastern U.S. Isee Conference Abstracts. 2018. DOI: 10.1289/isesisee.2018.O01.02.46  0.367
2017 Vedal S, Han B, Xu J, Szpiro A, Bai Z. Design of an Air Pollution Monitoring Campaign in Beijing for Application to Cohort Health Studies. International Journal of Environmental Research and Public Health. 14. PMID 29244738 DOI: 10.3390/Ijerph14121580  0.532
2017 Keller JP, Drton M, Larson T, Kaufman JD, Sandler DP, Szpiro AA. COVARIATE-ADAPTIVE CLUSTERING OF EXPOSURES FOR AIR POLLUTION EPIDEMIOLOGY COHORTS. The Annals of Applied Statistics. 11: 93-113. PMID 28572869 DOI: 10.1214/16-Aoas992  0.445
2017 Honda T, Eliot MN, Eaton CB, Whitsel E, Stewart JD, Mu L, Suh H, Szpiro A, Kaufman JD, Vedal S, Wellenius GA. Long-term exposure to residential ambient fine and coarse particulate matter and incident hypertension in post-menopausal women. Environment International. 105: 79-85. PMID 28521192 DOI: 10.1016/J.Envint.2017.05.009  0.411
2017 Pedde M, Szpiro AA, Adar SD. Traffic Congestion as a Risk Factor for Mortality in Near-Road Communities: A Case-Crossover Study. American Journal of Epidemiology. PMID 28520888 DOI: 10.1093/Aje/Kwx130  0.309
2017 Jandarov RA, Sheppard LA, Sampson PD, Szpiro AA. A novel principal component analysis for spatially misaligned multivariate air pollution data. Journal of the Royal Statistical Society. Series C, Applied Statistics. 66: 3-28. PMID 28239196 DOI: 10.1111/Rssc.12148  0.452
2017 Keller JP, Chang HH, Strickland MJ, Szpiro AA. Measurement error correction for predicted spatiotemporal air pollution exposures. Epidemiology (Cambridge, Mass.). PMID 28099267 DOI: 10.1097/Ede.0000000000000623  0.52
2016 Bergen S, Sheppard L, Kaufman JD, Szpiro AA. Multipollutant measurement error in air pollution epidemiology studies arising from predicting exposures with penalized regression splines. Journal of the Royal Statistical Society. Series C, Applied Statistics. 65: 731-753. PMID 27789915 DOI: 10.1111/Rssc.12144  0.673
2016 Kaufman JD, Spalt EW, Curl CL, Hajat A, Jones MR, Kim SY, Vedal S, Szpiro AA, Gassett A, Sheppard L, Daviglus ML, Adar SD. Advances in Understanding Air Pollution and CVD. Global Heart. 11: 343-352. PMID 27741981 DOI: 10.1016/J.Gheart.2016.07.004  0.537
2016 Kaufman JD, Adar SD, Barr RG, Budoff M, Burke GL, Curl CL, Daviglus ML, Roux AV, Gassett AJ, Jacobs DR, Kronmal R, Larson TV, Navas-Acien A, Olives C, Sampson PD, ... ... Szpiro AA, et al. Association between air pollution and coronary artery calcification within six metropolitan areas in the USA (the Multi-Ethnic Study of Atherosclerosis and Air Pollution): a longitudinal cohort study. Lancet (London, England). PMID 27233746 DOI: 10.1016/S0140-6736(16)00378-0  0.453
2016 Kim SY, Sheppard L, Bergen S, Szpiro AA, Sampson PD, Kaufman JD, Vedal S. Prediction of fine particulate matter chemical components with a spatio-temporal model for the Multi-Ethnic Study of Atherosclerosis cohort. Journal of Exposure Science & Environmental Epidemiology. PMID 27189258 DOI: 10.1038/Jes.2016.29  0.663
2016 Wang M, Sampson PD, Hu J, Kleeman MJ, Keller JP, Olives C, Szpiro AA, Vedal S, Kaufman JD. Combining Land-Use Regression and Chemical Transport Modeling in a Spatio-temporal Geostatistical Model for Ozone and PM2.5. Environmental Science & Technology. PMID 27074524 DOI: 10.1021/Acs.Est.5B06001  0.49
2016 Weuve J, Kaufman JD, Szpiro AA, Curl C, Puett RC, Beck T, Evans DA, Mendes de Leon CF. Exposure to Traffic-Related Air Pollution in Relation to Progression in Physical Disability among Older Adults. Environmental Health Perspectives. PMID 27022889 DOI: 10.1289/Ehp.1510089  0.36
2016 Young MT, Bechle MJ, Sampson PD, Szpiro AA, Marshall JD, Sheppard L, Kaufman JD. Satellite-Based NO2 and Model Validation in a National Prediction Model Based on Universal Kriging and Land-Use Regression. Environmental Science & Technology. PMID 26927327 DOI: 10.1021/Acs.Est.5B05099  0.385
2016 Wang M, Brunekreef B, Gehring U, Szpiro A, Hoek G, Beelen R. A New Technique for Evaluating Land-use Regression Models and Their Impact on Health Effect Estimates. Epidemiology (Cambridge, Mass.). 27: 51-6. PMID 26426941 DOI: 10.1097/Ede.0000000000000404  0.4
2016 Semmens* E, Fitzpatrick A, Kim S, Margolis H, Lurmann F, Szpiro A, Longstreth W, Van Hee V, Olives C, Gassett A, Richards M, Young M, Kaufman J. Long-Term Exposure to Traffic-Related Air Pollutants and Cognitive Trajectories in the Cardiovascular Health Study Isee Conference Abstracts. 2016. DOI: 10.1289/isee.2016.4006  0.335
2016 Young* M, Adar SD, Cotch MF, Sheppard L, Szpiro A, Wong TY, Klein R, Klein B, Kaufman JD. Long-term air pollution exposures and retinal arteriolar diameters over 8 years of follow-up in the Multi-Ethnic Study of Atherosclerosis (MESA) Isee Conference Abstracts. 2016. DOI: 10.1289/isee.2016.3266  0.338
2016 Honda* T, Eliot M, Eaton CB, Mu L, Suh H, Szpiro A, Kaufman J, vedal s, Wellenius GA. Long-term exposure to air pollution and incident hypertension in post-menopausal women Isee Conference Abstracts. 2016. DOI: 10.1289/isee.2016.3084  0.311
2016 Jandarov RA, Sheppard LA, Sampson PD, Szpiro AA. A novel principal component analysis for spatially misaligned multivariate air pollution data Journal of the Royal Statistical Society. Series C: Applied Statistics. DOI: 10.1111/rssc.12148  0.328
2016 Bergen S, Sheppard L, Kaufman JD, Szpiro AA. Multipollutant measurement error in air pollution epidemiology studies arising from predicting exposures with penalized regression splines Journal of the Royal Statistical Society. Series C: Applied Statistics. DOI: 10.1111/rssc.12144  0.66
2015 Lee A, Szpiro A, Kim SY, Sheppard L. Impact of preferential sampling on exposure prediction and health effect inference in the context of air pollution epidemiology. Environmetrics. 26: 255-267. PMID 29576734 DOI: 10.1002/Env.2334  0.418
2015 Wang M, Keller JP, Adar SD, Kim SY, Larson TV, Olives C, Sampson PD, Sheppard L, Szpiro AA, Vedal S, Kaufman JD. Development of Long-term Spatiotemporal Models for Ambient Ozone in Six Metropolitan regions of the United States: The MESA Air Study. Atmospheric Environment (Oxford, England : 1994). 123: 79-87. PMID 27642250 DOI: 10.1016/J.Atmosenv.2015.10.042  0.471
2015 Reding KW, Young MT, Szpiro AA, Han CJ, DeRoo LA, Weinberg C, Kaufman JD, Sandler DP. Breast Cancer Risk in Relation to Ambient Air Pollution Exposure at Residences in the Sister Study Cohort. Cancer Epidemiology, Biomarkers & Prevention : a Publication of the American Association For Cancer Research, Cosponsored by the American Society of Preventive Oncology. PMID 26464427 DOI: 10.1158/1055-9965.Epi-15-0787  0.389
2015 Chan SH, Van Hee VC, Bergen S, Szpiro AA, DeRoo LA, London SJ, Marshall JD, Kaufman JD, Sandler DP. Long-Term Air Pollution Exposure and Blood Pressure in the Sister Study. Environmental Health Perspectives. PMID 25748169 DOI: 10.1289/Ehp.1408125  0.654
2015 Hajat A, Allison M, Diez-Roux AV, Jenny NS, Jorgensen NW, Szpiro AA, Vedal S, Kaufman JD. Long-term exposure to air pollution and markers of inflammation, coagulation, and endothelial activation: a repeat-measures analysis in the Multi-Ethnic Study of Atherosclerosis (MESA). Epidemiology (Cambridge, Mass.). 26: 310-20. PMID 25710246 DOI: 10.1097/Ede.0000000000000267  0.458
2015 Park SK, Adar SD, O'Neill MS, Auchincloss AH, Szpiro A, Bertoni AG, Navas-Acien A, Kaufman JD, Diez-Roux AV. Long-term exposure to air pollution and type 2 diabetes mellitus in a multiethnic cohort. American Journal of Epidemiology. 181: 327-36. PMID 25693777 DOI: 10.1093/Aje/Kwu280  0.464
2015 Adar SD, D'Souza J, Mendelsohn-Victor K, Jacobs DR, Cushman M, Sheppard L, Thorne PS, Burke GL, Daviglus ML, Szpiro AA, Diez Roux AV, Kaufman JD, Larson TV. Markers of inflammation and coagulation after long-term exposure to coarse particulate matter: a cross-sectional analysis from the multi-ethnic study of atherosclerosis. Environmental Health Perspectives. 123: 541-8. PMID 25616153 DOI: 10.1289/Ehp.1308069  0.443
2015 Keller JP, Olives C, Kim SY, Sheppard L, Sampson PD, Szpiro AA, Oron AP, Lindström J, Vedal S, Kaufman JD. A unified spatiotemporal modeling approach for predicting concentrations of multiple air pollutants in the multi-ethnic study of atherosclerosis and air pollution. Environmental Health Perspectives. 123: 301-9. PMID 25398188 DOI: 10.1289/Ehp.1408145  0.539
2015 Bergen S, Szpiro AA. Mitigating the impact of measurement error when using penalized regression to model exposure in two-stage air pollution epidemiology studies Environmental and Ecological Statistics. 22: 601-631. DOI: 10.1007/S10651-015-0314-Y  0.664
2014 Olives C, Sheppard L, Lindström J, Sampson PD, Kaufman JD, Szpiro AA. Reduced-Rank Spatio-Temporal Modeling of Air Pollution Concentrations in the Multi-Ethnic Study of Atherosclerosis and Air Pollution. The Annals of Applied Statistics. 8: 2509-2537. PMID 27014398 DOI: 10.1214/14-Aoas786  0.52
2014 Glasgow ML, Rudra CB, Yoo EH, Demirbas M, Merriman J, Nayak P, Crabtree-Ide C, Szpiro AA, Rudra A, Wactawski-Wende J, Mu L. Using smartphones to collect time-activity data for long-term personal-level air pollution exposure assessment. Journal of Exposure Science & Environmental Epidemiology. PMID 25425137 DOI: 10.1038/Jes.2014.78  0.451
2014 Lindström J, Szpiro AA, Sampson PD, Oron AP, Richards M, Larson TV, Sheppard L. A Flexible Spatio-Temporal Model for Air Pollution with Spatial and Spatio-Temporal Covariates. Environmental and Ecological Statistics. 21: 411-433. PMID 25264424 DOI: 10.1007/S10651-013-0261-4  0.535
2014 Kim SY, Sheppard L, Kaufman JD, Bergen S, Szpiro AA, Larson TV, Adar SD, Diez Roux AV, Polak JF, Vedal S. Individual-level concentrations of fine particulate matter chemical components and subclinical atherosclerosis: a cross-sectional analysis based on 2 advanced exposure prediction models in the multi-ethnic study of atherosclerosis. American Journal of Epidemiology. 180: 718-28. PMID 25164422 DOI: 10.1093/Aje/Kwu186  0.658
2014 Zhang K, Larson TV, Gassett A, Szpiro AA, Daviglus M, Burke GL, Kaufman JD, Adar SD. Characterizing spatial patterns of airborne coarse particulate (PM10-2.5) mass and chemical components in three cities: the multi-ethnic study of atherosclerosis. Environmental Health Perspectives. 122: 823-30. PMID 24642481 DOI: 10.1289/Ehp.1307287  0.423
2014 Leary PJ, Kaufman JD, Barr RG, Bluemke DA, Curl CL, Hough CL, Lima JA, Szpiro AA, Van Hee VC, Kawut SM. Traffic-related air pollution and the right ventricle. The multi-ethnic study of atherosclerosis. American Journal of Respiratory and Critical Care Medicine. 189: 1093-100. PMID 24593877 DOI: 10.1164/Rccm.201312-2298Oc  0.374
2014 Szpiro AA, Sheppard L, Adar SD, Kaufman JD. Estimating acute air pollution health effects from cohort study data. Biometrics. 70: 164-74. PMID 24571570 DOI: 10.1111/Biom.12125  0.454
2014 Kioumourtzoglou MA, Spiegelman D, Szpiro AA, Sheppard L, Kaufman JD, Yanosky JD, Williams R, Laden F, Hong B, Suh H. Exposure measurement error in PM2.5 health effects studies: a pooled analysis of eight personal exposure validation studies. Environmental Health : a Global Access Science Source. 13: 2. PMID 24410940 DOI: 10.1186/1476-069X-13-2  0.5
2014 Keller* J, Olives C, Kim S, Sheppard L, Sampson P, Szpiro A, Oron A, Vedal S, Kaufman J. A Unified Spatiotemporal Modeling Approach for Prediction of Multiple Air Pollutants in MESA Air Isee Conference Abstracts. 2014: 2916. DOI: 10.1289/isee.2014.s-007  0.371
2014 Kaufman* JD, Adar SD, Allen RW, Barr RG, Budoff MJ, Casillas AM, Cohen MA, Curl CL, Daviglus ML, Diez-Roux AV, Jacobs DR, Kronmal RA, Larson TV, Liu LS, Lumley T, ... ... Szpiro AA, et al. A Prospective Study of Atherosclerosis, Clinical Cardiovascular Disease, and Long-Term Exposure to Ambient Particulate Matter and Other Air Pollutants in a Multi-Ethnic Cohort (MESA Air) Isee Conference Abstracts. 2014: 3001. DOI: 10.1289/isee.2014.s-006  0.391
2014 Madrigano* J, Adar S, Aaron C, Schwartz J, Hoffman E, Enright P, Austin J, Szpiro A, Stukovsky KH, Kinney P, Vedal S, Diez-Roux A, Kaufman J, Barr RG. Ambient Air Pollution Exposure and Longitudinal Change in Percent Emphysema on Computed Tomography (CT): the Multi-Ethnic Study of Atherosclerosis (MESA) Lung and Air Pollution Studies Isee Conference Abstracts. 2014: 2712. DOI: 10.1289/isee.2014.o-261  0.308
2014 Olives* C, Bergen S, Paciorek C, Szpiro A. Correcting for Spatial Measurement Error in Air Pollution Cohort Studies Isee Conference Abstracts. 2014: 2870. DOI: 10.1289/isee.2014.m-17  0.614
2014 Kioumourtzoglou* M, Spiegelman D, Szpiro AA, Sheppard L, Kaufman JD, Yanosky JD, Williams R, Laden F, Hong B, Suh HH. Using Personal Exposure Data to Assess Exposure Measurement Error in PM2.5 Health Effect Studies Isee Conference Abstracts. 2014: 2867. DOI: 10.1289/isee.2014.m-15  0.371
2013 Szpiro AA, Paciorek CJ. Measurement error in two-stage analyses, with application to air pollution epidemiology. Environmetrics. 24: 501-517. PMID 24764691 DOI: 10.1002/Env.2233  0.437
2013 Vedal S, Campen MJ, McDonald JD, Larson TV, Sampson PD, Sheppard L, Simpson CD, Szpiro AA. National Particle Component Toxicity (NPACT) initiative report on cardiovascular effects. Research Report (Health Effects Institute). 5-8. PMID 24377210  0.408
2013 Sampson PD, Richards M, Szpiro AA, Bergen S, Sheppard L, Larson TV, Kaufman JD. A regionalized national universal kriging model using Partial Least Squares regression for estimating annual PM2.5 concentrations in epidemiology. Atmospheric Environment (Oxford, England : 1994). 75: 383-392. PMID 24015108 DOI: 10.1016/J.Atmosenv.2013.04.015  0.646
2013 Bergen S, Sheppard L, Sampson PD, Kim SY, Richards M, Vedal S, Kaufman JD, Szpiro AA. A national prediction model for PM2.5 component exposures and measurement error-corrected health effect inference. Environmental Health Perspectives. 121: 1017-25. PMID 23757600 DOI: 10.1289/Ehp.1206010  0.681
2013 Krishnan RM, Adar SD, Szpiro AA, Jorgensen NW, Oron AP, Van Hee VC, O'Neill MS, Barr RG, Herrington DM, Polak JF, Kaufman JD. LONG-TERM EXPOSURE TO TRAFFIC RELATED AIR POLLUTION AND ENDOTHELIAL DYSFUNCTION: MULTIETHNIC STUDY OF ATHEROSCLEROSIS AND AIR POLLUTION (MESA AIR) Journal of the American College of Cardiology. 61: E1453. DOI: 10.1016/S0735-1097(13)61453-9  0.473
2012 Krishnan RM, Adar SD, Szpiro AA, Jorgensen NW, Van Hee VC, Barr RG, O'Neill MS, Herrington DM, Polak JF, Kaufman JD. Vascular responses to long- and short-term exposure to fine particulate matter: MESA Air (Multi-Ethnic Study of Atherosclerosis and Air Pollution). Journal of the American College of Cardiology. 60: 2158-66. PMID 23103035 DOI: 10.1016/J.Jacc.2012.08.973  0.466
2012 Kaufman JD, Adar SD, Allen RW, Barr RG, Budoff MJ, Burke GL, Casillas AM, Cohen MA, Curl CL, Daviglus ML, Diez Roux AV, Jacobs DR, Kronmal RA, Larson TV, Liu SL, ... ... Szpiro AA, et al. Prospective study of particulate air pollution exposures, subclinical atherosclerosis, and clinical cardiovascular disease: The Multi-Ethnic Study of Atherosclerosis and Air Pollution (MESA Air). American Journal of Epidemiology. 176: 825-37. PMID 23043127 DOI: 10.1093/Aje/Kws169  0.503
2012 Sheppard L, Burnett RT, Szpiro AA, Kim SY, Jerrett M, Pope CA, Brunekreef B. Confounding and exposure measurement error in air pollution epidemiology. Air Quality, Atmosphere, & Health. 5: 203-216. PMID 22662023 DOI: 10.1007/S11869-011-0140-9  0.538
2012 Vedal S, Kim S, Miller K, Larson T, Gould T, Sheppard L, Bergen S, Szpiro A, Polak J, Budoff M, Kaufman J. S-112 Epidemiology. 23: 1. DOI: 10.1097/01.Ede.0000416965.57008.90  0.488
2012 Kim S, Kaufman J, Sheppard L, Bergen S, Szpiro A, Diez Roux A, Polak J, Vedal S. O-020 Epidemiology. 23: 1. DOI: 10.1097/01.Ede.0000416678.66335.9A  0.488
2011 Van Hee VC, Szpiro AA, Prineas R, Neyer J, Watson K, Siscovick D, Kyun Park S, Kaufman JD. Association of long-term air pollution with ventricular conduction and repolarization abnormalities. Epidemiology (Cambridge, Mass.). 22: 773-80. PMID 21918454 DOI: 10.1097/Ede.0B013E31823061A9  0.457
2011 Mercer LD, Szpiro AA, Sheppard L, Lindström J, Adar SD, Allen RW, Avol EL, Oron AP, Larson T, Liu LJ, Kaufman JD. Comparing universal kriging and land-use regression for predicting concentrations of gaseous oxides of nitrogen (NOx) for the Multi-Ethnic Study of Atherosclerosis and Air Pollution (MESA Air). Atmospheric Environment (Oxford, England : 1994). 45: 4412-4420. PMID 21808599 DOI: 10.1016/J.Atmosenv.2011.05.043  0.505
2011 Szpiro AA, Paciorek CJ, Sheppard L. Does more accurate exposure prediction necessarily improve health effect estimates? Epidemiology (Cambridge, Mass.). 22: 680-5. PMID 21716114 DOI: 10.1097/Ede.0B013E3182254Cc6  0.481
2011 Szpiro AA, Sheppard L, Lumley T. Efficient measurement error correction with spatially misaligned data. Biostatistics (Oxford, England). 12: 610-23. PMID 21252080 DOI: 10.1093/Biostatistics/Kxq083  0.435
2011 Lindström J, Szpiro A, Sampson PD, Sheppard L, Oron AP, Richards M, Larson TV. A FLEXIBLE SPATIO-TEMPORAL MODEL FOR AIR POLLUTION WITH SPATIO-TEMPORAL COVARIATES Isee Conference Abstracts. 2011. DOI: 10.1289/isee.2011.00165  0.334
2011 Chen Y, Diez-Roux A, Kyun Park S, Adar S, Auchincloss A, Daviglus M, Szpiro A, Kaufman J, Oʼneill M. Ambient Particulate Matter Exposure and Hypertension Incidence in the Multiethnic Study of Atherosclerosis Epidemiology. 22: S198. DOI: 10.1097/01.Ede.0000392289.57992.Ea  0.406
2011 Magzamen S, Szpiro A, Bertoni A, OʼNeill M, Lima J, Barr RG, Kaufman J. Traffic-related Air Pollution Is Associated With Aortic Distensibility in the Multi-ethnic Study of Atherosclerosis and Air Pollution Epidemiology. 22: S63. DOI: 10.1097/01.Ede.0000391856.97234.5E  0.457
2011 Szpiro A, Sheppard L, Lumley T. Measurement Error in Air Pollution Cohort Studies Epidemiology. 22: S32. DOI: 10.1097/01.Ede.0000391757.71204.B9  0.455
2011 Sampson PD, Szpiro AA, Sheppard L, Lindström J, Kaufman JD. Pragmatic estimation of a spatio-temporal air quality model with irregular monitoring data Atmospheric Environment. 45: 6593-6606. DOI: 10.1016/J.Atmosenv.2011.04.073  0.499
2010 Adar SD, Klein R, Klein BE, Szpiro AA, Cotch MF, Wong TY, O'Neill MS, Shrager S, Barr RG, Siscovick DS, Daviglus ML, Sampson PD, Kaufman JD. Air Pollution and the microvasculature: a cross-sectional assessment of in vivo retinal images in the population-based multi-ethnic study of atherosclerosis (MESA). Plos Medicine. 7: e1000372. PMID 21152417 DOI: 10.1371/Journal.Pmed.1000372  0.478
2010 Wilton D, Szpiro A, Gould T, Larson T. Improving spatial concentration estimates for nitrogen oxides using a hybrid meteorological dispersion/land use regression model in Los Angeles, CA and Seattle, WA. The Science of the Total Environment. 408: 1120-30. PMID 20006373 DOI: 10.1016/J.Scitotenv.2009.11.033  0.357
2010 Szpiro AA, Rice KM, Lumley T. Model-robust regression and a Bayesian "sandwich" estimator Annals of Applied Statistics. 4: 2099-2113. DOI: 10.1214/10-Aoas362  0.305
2009 Szpiro AA, Sampson PD, Sheppard L, Lumley T, Adar SD, Kaufman J. Predicting Intra-Urban Variation in Air Pollution Concentrations with Complex Spatio-Temporal Dependencies. Environmetrics. 21: 606-631. PMID 24860253 DOI: 10.1002/Env.1014  0.502
2009 Van Hee VC, Adar SD, Szpiro AA, Barr RG, Bluemke DA, Diez Roux AV, Gill EA, Sheppard L, Kaufman JD. Exposure to traffic and left ventricular mass and function: the Multi-Ethnic Study of Atherosclerosis. American Journal of Respiratory and Critical Care Medicine. 179: 827-34. PMID 19164703 DOI: 10.1164/Rccm.200808-1344Oc  0.42
2008 Adar SD, Davey M, Sullivan JR, Compher M, Szpiro A, Liu LJ. Predicting Airborne Particle Levels Aboard Washington State School Buses. Atmospheric Environment (Oxford, England : 1994). 42: 7590-7599. PMID 18985175 DOI: 10.1016/J.Atmosenv.2008.06.041  0.432
2008 Wilton D, Larson T, Gould T, Szpiro A. Including Caline3 Dispersion Model Predictions into a Land Use Regression Model for NOx in Los Angeles, California and Seattle, Washington. Epidemiology. 19. DOI: 10.1097/01.Ede.0000340296.41298.56  0.322
2007 Szpiro AA, Sheppard L, Sampson PD, Kim SY. Validating national kriging exposure estimation. Environmental Health Perspectives. 115: A338; author reply A. PMID 17637891 DOI: 10.1289/Ehp.10205R  0.355
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