Note that descriptions of the projects that resulted in these papers are available on my research page.

The published papers listed below are categorized as either statistically-focused papers or scientifically-focused analyses.

Submitted/preprints

See further below for statistical applications papers.

Statistical Methodology

Paganin, S. C.J. Paciorek, C. Wehrhahn, A. Rodríguez, S. Rabe-Hesketh and D.P. de Valpine. 2023. Computational strategies and estimation performance with Bayesian semiparametric item response theory models. Journal of Educational and Behavioral Statistics 48: 147-188. doi: 10.3102/10769986221136.

Michaud, N., P. de Valpine, D. Turek, and C.J. Paciorek. 2021. Sequential Monte Carlo methods in the NIMBLE R package. Journal of Statistical Software 100(3): 1-39.

Nguyen, D., P. de Valpine, Y. Atchade, D. Turek, N. Michaud, and C.J. Paciorek. 2020. Nested Adaptation of MCMC Algorithms. Bayesian Analysis 15: 1323-1343. doi: 10.1214/19-BA1190.

Risser, M.D., C.J. Paciorek, T.A. O'Brien, M.F. Wehner, and W.D. Collins. 2019. Detected changes in precipitation extremes at their native scales derived from in situ measurements. Journal of Climate 32: 8087–8109. doi: 10.1175/JCLI-D-19-0077.1

Risser, M.D., C.J. Paciorek, M.F. Wehner, T.A. O'Brien, and W.D. Collins. 2019. A probabilistic gridded product for daily precipitation extremes over the United States. Climate Dynamics, 53: 2517-2538. doi: 10.1007/s00382-019-04636-0.

Risser, M.D., C.J. Paciorek, D. Stone. 2019. Spatially-dependent multiple testing under model misspecification, with application to detection of anthropogenic influence on extreme climate events. JASA Applications and Case Studies 114: 61-78. doi: 10.1080/01621459.2018.1451335.

Paciorek C.J., D.A. Stone, and M.F. Wehner. 2018. Quantifying statistical uncertainty in the attribution of human influence on severe weather. Weather and Climate Extremes 20: 69-80. doi: 10.1016/j.wace.2018.01.002.

de Valpine, P., D. Turek, C.J. Paciorek, C. Anderson-Bergman, D. Temple Lang, and R. Bodik. 2017. Programming with models: writing statistical algorithms for general model structures with NIMBLE. Journal of Computational and Graphical Statistics 26: 403-413. doi: 10.1080/10618600.2016.1172487.

Turek, D., P. de Valpine, C.J. Paciorek and C. Anderson-Bergman. 2017. Automated parameter blocking for efficient Markov chain Monte Carlo sampling. Bayesian Analysis 12: 465-490. doi: 10.1214/16-BA1008.

Turek, D., P. de Valpine, and C.J. Paciorek. 2016. Efficient Markov chain Monte Carlo sampling for hierarchical hidden Markov models. Environmental and Ecological Statistics 23: 549-564. doi: 10.1007/s10651-016-0353-z.

Jeon, S., C.J. Paciorek, and M.F. Wehner. 2016. Quantile-based bias correction and uncertainty quantification of extreme event attribution statements. Weather and Climate Extremes 12: 24-32. doi: 10.1016/j.wace.2016.02.001.

Finucane, M.M., Rowley, C.F., Paciorek, C.J., Essex, M., and Pagano, M. 2016. Estimating the prevalence of transmitted HIV drug resistance using pooled samples. Statistical Methods in Medical Research 25: 917-935. doi: 10.1177/0962280212473514.

Finucane, M.M, C.J. Paciorek, G.A. Stevens, and M. Ezzati. 2015. Semiparametric Bayesian density estimation with disparate data sources: A meta-analysis of global childhood undernutrition (with discussion). Journal of the American Statistical Association 110: 889-901. doi: 10.1080/01621459.2014.937487.

Paciorek, C.J., B. Lipshitz, W. Zhuo, Prabhat, C.G. Kaufman, and R.C. Thomas. 2015. Parallelizing Gaussian process calculations in R. Journal of Statistical Software 63(10): 1-23. doi: 10.18637/jss.v063.i10.

Bliznyuk, N., C.J. Paciorek, J. Schwartz and B. Coull. 2014. Nonlinear predictive latent process models for integrating spatio-temporal exposure data from multiple sources. Annals of Applied Statistics 8: 1538-1560. doi: 10.1214/14-AOAS737.

Finucane, M.M., C.J. Paciorek, G. Danaei, and M. Ezzati. 2014. Bayesian estimation of population-level trends in measures of health status. Statistical Science 29: 18-25, special issue on 'Big Bayes Stories: A Collection of Vignettes'. doi:10.1214/13-STS427.

Szpiro, A.A. and C.J. Paciorek. 2013. Measurement error in two-stage analyses, with application to air pollution epidemiology (with discussion). Environmetrics 24: 501-517. doi:10.1002/env.2233.

Paciorek, C.J. 2013. Spatial models for point and areal data using Markov random fields on a fine grid. Electronic Journal of Statistics 7: 946-972. doi:10.1214/13-EJS791.

Paciorek, C.J. 2012. Combining spatial information sources while accounting for systematic errors in proxies. Journal of the Royal Statistical Society, Series C (Applied Statistics) 61: 429-451. doi:10.1111/j.1467-9876.2011.01035.x.

Szpiro, A.A., Paciorek, C.J., and Sheppard, L. 2011. Does more accurate exposure prediction improve health effect estimates? Epidemiology 22:680-685. doi:10.1097/EDE.0b013e3182254cc6. PMCID: PMC3195520.

Paciorek, C.J. 2010. The importance of scale for spatial-confounding bias and precision of spatial regression estimators. Statistical Science 25:107-125. doi:10.1214/10-STS326. PMCID: PMC3082155.

Paciorek, C.J., and J.S. McLachlan. 2009. Mapping ancient forests: Bayesian inference for spatio-temporal trends in forest composition. Journal of the American Statistical Association 104:608-622. doi:10.1198/jasa.2009.0026. PMCID: PMC2744074.

Paciorek, C.J., Yanosky, J.D., Puett, R.C., Laden, F., and H.H. Suh. 2009. Practical large-scale spatio-temporal modeling of particulate matter concentrations. Annals of Applied Statistics 3:370-397. doi:10.1214/08-AOAS204.

Gryparis, A., Paciorek, C.J., Zeka, A., Schwartz, J., and B.A. Coull. 2009. Measurement error caused by spatial misalignment in environmental epidemiology. Biostatistics 10:258-274. doi:10.1093/biostatistics/kxn033. PMCID: PMC2733173.

Paciorek, C.J. 2007b. Bayesian smoothing with Gaussian processes using Fourier basis functions in the spectralGP package. Journal of Statistical Software 19(2). PMCID: PMC2156645.

Paciorek, C.J. 2007a. Computational techniques for spatial logistic regression with large datasets. Computational Statistics and Data Analysis 51:3631-3653. doi:10.1016/j.csda.2006.11.008. PMCID PMC2350194.

Paciorek, C.J. and M.J. Schervish. 2006. Spatial modelling using a new class of nonstationary covariance functions. Environmetrics 17:483-506. doi:10.1002/env.785. PMCID: PMC2157553.

Paciorek, C.J. 2006. Misinformation in the conjugate prior for the linear model with implications for free-knot spline modelling. Bayesian Analysis 1:375-383. doi:10.1214/06-BA114. PMCID: PMC2186203.

Ventura, V., Paciorek, C.J., and J.S. Risbey. 2004. Controlling the proportion of falsely-rejected hypotheses when conducting multiple tests with climatological data. Journal of Climate 17:4343-4356.

Paciorek, C.J., and M.J. Schervish. 2004. Nonstationary covariance functions for Gaussian process regression. Advances in Neural Information Processing Systems 16:273-280.

Applications

NCD Risk Factor Collaboration. 2024. Worldwide trends in underweight and obesity from 1990 to 2022: a pooled analysis of 3663 population-representative studies with 222 million school-aged children, adolescents and adults. The Lancet. DOI: https://doi.org/10.1016/S0140-6736(23)02750-2.

NCD Risk Factor Collaboration. 2023. Global variation in diabetes diagnosis and prevalence based on fasting glucose and haemoglobin A1c. Nature Medicine. DOI: 10.1038/s41591-023-02610-2.

NCD Risk Factor Collaboration. 2023. Diminishing benefits of urban living for children and adolescents’ growth and development. Nature 615: 874-883. DOI: 10.1038/s41586-023-05772-8.

Stevens, G.A., M.C. Flores-Urrutia, L.M. Rogers, C.J. Paciorek, F. Rohner, S. Namaste, and J.P. Wirth. 2022. Associations between type of blood collection, analytical approach, mean haemoglobin and anaemia prevalence in population-based surveys: A systematic review and meta-analysis. Journal of Global Health, 12. DOI: 10.7189/jogh.12.04088.

Stevens, G.A., T. Beal, M.N.N. Mbuya, H. Luo, L.M. Neufeld, and the Global Micronutrients Deficiency Group. 2022. Micronutrient deficiencies among preschool-aged children and women of reproductive age worldwide: a pooled analysis of individual-level data from population-representative surveys. Lancet Global Health 10: E1590-E1599. doi: 10.1016/S2214-109X(22)00367-9.

Raiho, A.M., C.J. Paciorek, A. Dawson, S.T. Jackson, D.J. Mladenoff, J.W. Williams and J.S. McLachlan. 2022. 8,000 year doubling of Midwestern forest biomass driven by population- and biome-scale processes. Science 376: 1491-1495. DOI: 10.1126/science.abk312.

Risser, M.D., W.D. Collins, M.F. Wehner, T.A. O’Brien, C.J. Paciorek, J.P. O’Brien, C.M. Patricola, H. Huang, P.A. Ullrich, and B. Loring. 2022. A framework for detection and attribution of regional precipitation change: Application to the United States historical record. Climate Dynamics. DOI: 10.1007/s00382-022-06321-1.

Stevens, G.A., C.J. Paciorek, M.C. Flores-Urrutia, E. Borghi, S. Namaste, J.P. Wirth, P.S. Suchdev, M. Ezzati, F. Rohner, S.R. Flaxman, and L.M. Rogers. 2022. National, regional, and global estimates of anaemia by severity in women and children for 2000–19: a pooled analysis of population-representative data. The Lancet Global Health 10: e627-e639. DOI: 10.1016/S2214-109X(22)00084-5.

Rashid T., J.E. Bennett, C.J. Paciorek, Y. Doyle, J. Pearson-Stuttard, S. Flaxman, D. Fecht, M.B. Toledano, G. Li, H. Iyathooray Daby, E. Johnson, B. Davies, and M. Ezzati. 2021. Life expectancy and risk of death in 6,791 English communities from 2002 to 2019: high-resolution spatiotemporal analysis of civil registration data. The Lancet Global Health, 6: e805-e816. DOI: 10.1016/S2468-2667(21)00205-X.

NCD Risk Factor Collaboration. 2021. Worldwide trends in hypertension prevalence and progress in treatment and control from 1990 to 2019: a pooled analysis of 1201 population-representative studies with 104 million participants. The Lancet 398: 957-980. DOI: 10.1016/S0140-6736(21)01330-1.

Paciorek, C.J., C.V. Cogbill, J.A. Peters, J.W. Williams, D.J. Mladenoff, A. Dawson, and J.S. McLachlan. 2021. The forests of the midwestern United States at Euro-American settlement: spatial and physical structure based on contemporaneous survey data. PLOS ONE 16(2): e0246473. DOI: 10.1371/journal.pone.0246473.

Risser, M.D., M.F. Wehner, J.P. O’Brien, C.M. Patricola, T.A. O'Brien, W.D. Collins, C.J. Paciorek, and H. Huang. 2021. Quantifying the influence of natural climate variability on in situ measurements of seasonal total and extreme daily precipitation. Climate Dynamics 56: 3205-3230. DOI: 10.1007/s00382-021-05638-7.

NCD Risk Factor Collaboration. 2020. Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries and territories: a pooled analysis of 2181 population-based studies with 65 million participants. The Lancet 396: 1511-1524. DOI: 10.1016/S0140-6736(20)31859-6.

NCD Risk Factor Collaboration. 2020. Repositioning of the global epicentre of non-optimal cholesterol. Nature 582: 73-77. DOI: 10.1038/s41586-020-2338-1.

Trachsel, M., A. Dawson, C.J. Paciorek, J.W. Williams, J.S. McLachlan, C.V. Cogbill, D.R. Foster, S.J. Goring, S.T. Jackson, W.W. Oswald, and B.N. Shuman. 2020. Comparison of settlement-era vegetation reconstructions for STEPPS and REVEALS pollen–vegetation models in the northeastern United States. Quaternary Research 95: 23-42. DOI: 10.1017/qua.2019.81.

Dawson, A., C.J. Paciorek, S. Goring, S. Jackson, J. McLachlan, and J. Williams. 2019. Quantifying trends and uncertainty in prehistoric forest composition in the upper Midwestern United States. Ecology 100: e02856. DOI: 10.1002/ecy.2856.

NCD Risk Factor Collaboration. 2019. Rising rural body-mass index is the main driver of the global obesity epidemic. Nature 569: 260–264. DOI: 10.1038/s41586-019-1171-x.

Pall, P., C. Patricola, M. Wehner, D. Stone, C.J. Paciorek, W. Collins. 2017. Diagnosing conditional anthropogenic contributions to heavy Colorado rainfall in September 2013. Weather and Climate Extremes 17: 1-6. DOI: 10.1016/j.wace.2017.03.004.

Risser, M.D., D.A. Stone, C.J. Paciorek, M.F. Wehner, and O. Angelil. 2017. Quantifying the effect of interannual ocean variability on the attribution of extreme climate events to human influence. Climate Dynamics 49: 3051-3073. DOI: 10.1007/s00382-016-3492-x.

Angelil, O., D. Stone, M. Wehner, C.J. Paciorek, H. Krishnan and W. Collins. 2017. An independent assessment of anthropogenic attribution statements for recent extreme temperature and rainfall events. Journal of Climate 30: 5-16. DOI: 10.1175/JCLI-D-16-0077.1.

NCD Risk Factor Collaboration. 2016. Worldwide trends in blood pressure from 1975 to 2015: a pooled analysis of 1479 population-based measurement studies with 19.1 million participants. The Lancet 389: 37-55. DOI: http://dx.doi.org/10.1016/S0140-6736(16)31919-5.

NCD Risk Factor Collaboration. 2016. The height of the world - A century of trends in adult human height. eLife 2016;5:e13410. DOI: http://dx.doi.org/10.7554/eLife.13410.

Goring, S.J., J.W. Wlliams, D.J. Mladenoff, C.V. Cogbill, S. Record, C.J. Paciorek, S.T. Jackson, M.C. Dietze, J.H. Matthes, and J.S. McLachlan. 2016. Novel and lost forests in the upper Midwestern United States, from new estimates of settlement-era composition, stem density, and biomass. PLoS ONE 11(12): e0151935. DOI: 10.1371/journal.pone.0151935.

NCD Risk Factor Collaboration. 2016. Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4.4 million participants. The Lancet 387: 1513-1530. DOI: http://dx.doi.org/10.1016/S0140-6736(16)00618-8.

Paciorek, C.J., S.J. Goring, A.L. Thurman, C.V. Cogbill, J.W. Williams, D.J. Mladenoff, J.A. Peters, J. Zhu, and J.S. McLachlan. 2016. Statistically-estimated tree composition for the northeastern United States at the time of Euro-American settlement. PLoS ONE 11(2): e0150087. DOI: 10.1371/journal.pone.0150087.

Dawson, A., C.J. Paciorek, S.J. Goring, J.W. Williams, S.T. Jackson, and J.S. McLachlan. 2016. Quantifying pollen-vegetation relationships to reconstruct ancient forests using 19th-century forest composition and pollen data. Quaternary Science Reviews 137: 156-175. DOI: 10.1016/j.quascirev.2016.01.012.

NCD Risk Factor Collaboration. 2016. Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19.2 million participants. The Lancet 387: 1377-1396. DOI: 10.1016/S0140-6736(16)30054-X.

Wehner, M.F., K.A. Reed, F. Li, Prabhat, J. Bacmeister, C.-T. Chen, C.J. Paciorek, P.J. Gleckler, K.R. Sperber, W.D. Collins, A. Gettelman, and C. Jablonowski. 2014. The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1. Journal of Advances in Modeling Earth Systems, 6: 980-997. DOI: 10.1002/2013MS000276.

Yanosky, J.D., C.J. Paciorek, F. Laden, J.E. Hart, R.C. Puett, D. Liao and H.H. Suh. 2014. Spatio-temporal modeling of particulate air pollution in the conterminous United States using geographic and meteorological predictors. Environmental Health 13:63. doi:10.1186/1476-069X-13-63.

Paciorek, C.J., G.A. Stevens, M.M. Finucane, and M. Ezzati. 2013. Urban living, urbanisation, and children's height and weight in low- and middle-income countries. The Lancet Global Health 1:e300-e309. doi: 10.1016/S2214-109X(13)70109-8.

Stevens, G.A., M.M. Finucane, L.M. De-Regil, C.J. Paciorek, S.R. Flaxman, F. Branca, J.P. Pena-Rosas, Z.A. Bhutta, and M. Ezzati. 2013. Global, regional, and national trends in haemoglobin and total and severe anaemia prevalence in children and pregnant and non-pregnant women. The Lancet Global Health 1:e16-e25. doi: 10.1016/S2214-109X(13)70001-9.

Peterson, T., R.R. Heim, Jr., R. Hirsch, D.P. Kaiser, H. Brooks, N.S. Diffenbaugh, R.M. Dole, J.P. Giovannettone, K. Guirguis, T.R. Karl, R.W. Katz, K. Kunkel, D. Lettenmaier, G.J. McCabe, C.J. Paciorek, K.R. Ryberg, S. Schubert, V.B.S. Silva, B.C. Stewart, A.V. Vecchia, G. Villarini, R.S. Vose, J. Walsh, M. Wehner, D. Wolock, K. Wolter, C.A. Woodhouse, and D. Wuebbles. 2013. Monitoring and understanding changes in heat waves, cold waves, floods and droughts in the United States: State of knowledge. Bulletin of the American Meteorological Society 94: 821–834. doi: 10.1175/BAMS-D-12-00066.1.

Danaei, G., Singh, G.M., Paciorek, C.J., Finucane, M.M., Lin, J.K., Farzadfar, F., Stevens, G.A., Cowan, M.J., Riley, L.M., Lu, Y., Rao, M., and M. Ezzati. 2013. The global cardiovascular risk transition: associations of four metabolic risk factors with macroeconomic variables in 1980 and 2008. Circulation 127: 1493-1502. doi:10.1161/​CIRCULATIONAHA.113.001470.

Kunkel, K.E., Karl, T.R., Brooks, H., Kossin, J., Lawrimore, J.H., Arndt, D., Bosart, L., Changnon, D., Cutter, S.L., Doesken, N., Emanuel, K., Groisman, P.Y., Katz, R.W., Knutson, T., O'Brien, J., Paciorek, C.J., Peterson, T.C., Redmon, K., Robinson, D., Trapp, J., Vose, R., Weaver, S., Wehner, M., Wolter, K., Wuebbles, D. 2013. Monitoring and understanding trends in extreme storms: State of knowledge. Bulletin of the American Meteorological Society 94: 499-514. doi: 10.1175/BAMS-D-11-00262.1.

Stevens, G.A., Singh, G.M., Lu, Y., Danaei, G., Lin, J.K., Finucane, M.M., Bahalim, A.N., McIntire, R.K., Gutierrez, H.R., Cowan, M., Paciorek, C.J., Riley, L., and M. Ezzati. 2012. National, regional, and global trends in adult overweight and obesity prevalences. Population Health Metrics 10:22. doi:10.1186/1478-7954-10-22.

Rooney, M.S., Arku, R.E., Dionisio, K.L., Paciorek, C.J., Friedman, A.B., Carmichael, H., Zhou, Z., Hughes, A.F., Vallarino, J., Mensha-Agyei, S., Spengler, J.D., and M. Ezzati. 2012. Spatial patterns of particulate matter sources and pollution in four communities in Accra, Ghana. Science of the Total Environment 435-436: 107-114. doi:10.1016/j.scitotenv.2012.06.077.

Goring, S., Williams, J.W., Blois, J.L., Jackson, S.T., Paciorek, C.J., Booth, R.K., Marlon, J.R., Blaauw, M., and J.A. Christen. 2012. Deposition times in the northeastern United States during the Holocene: establishing valid priors for Bayesian age models. Quaternary Science Reviews 48: 54-60.

Stevens, G.A., Finucane, M.M., Paciorek, C.J., Flaxman, S.R., White, R.A., Donner, A.J., and Ezzati, M. 2012. Trends in mild, moderate, and severe stunting and underweight, and progress towards MDG 1 in 141 developing countries: a systematic analysis. The Lancet 380: 824-834. doi:10.1016/S0140-6736(12)60647-3.

Paciorek, C.J. and Y. Liu. 2012. Assessment and statistical modeling of the relationship betwen remotely-sensed aerosol optical depth and PM2.5. Health Effects Institute Research Report 167 (peer-reviewed).

Lin, H.-H., Shin, S.S., Contreras, C., Asencios, L., Paciorek, C.J., and T. Cohen. 2012. Use of spatial information to predict multidrug resistance in tuberculosis patients, Peru. Emerging Infectious Diseases 18: 811-813.

Brochu, P.J., Yanosky, J.D., Paciorek, C.J., Schwartz, J., Chen, J.T., Herrick, R.F., and H.H. Suh. 2011. Particulate air pollution and socioeconomic position in rural and urban areas of the northeastern United States. American Journal of Public Health 101: S224-S230. doi: 10.2105/AJPH.2011.300232.

Zwack L, Paciorek C.J., Spengler J., and J. Levy. 2011. Characterizing local traffic contributions to particulate air pollution in street canyons using mobile monitoring techniques. Atmospheric Environment 45: 2507-2514. doi:10.1016/jatmosenv.2011.02.035.

Zwack L, Paciorek C.J., Spengler J., and J. Levy. 2011. Modeling spatial patterns of traffic-related air pollutants in complex urban terrain. Environmental Health Perspectives 119: 852-859. doi:10.1289/ehp.1002519.

Danaei, G., Finucane, M.M., Lu, Y., Singh, G., Cowan, M.J., Paciorek, C.J., Lin, J.K., Farzadfar, F., Khang, Y.-H., Stevens, G.A., Rao, M., Ali, M.K., Riley, L.M., Robinson, C.A., and M. Ezzati. 2011. National, regional, and global trends in fasting plasma glucose and diabetes prevalence since 1980: Systematic analysis of health examination surveys and epidemiological studies with 370 country-years and 2.7 million participants. The Lancet 378: 31-40. doi:10.1016/S0140-6736(11)60679-X.

Danaei, G., Finucane, M.M., Lin, J.K., Singh, G.M., Paciorek, C.J., Cowan, M.J., Farzadfar, F., Stevens, G.A., Lim, S.S., Riley, L.M., and M. Ezzati. 2011. National, regional, and global trends in systolic blood pressure since 1980: Systematic analysis of health examination surveys and epidemiological studies with 786 country-years and 5.4 million participants. The Lancet 377: 568-577. doi:10.1016/S0140-6736(10)62036-3.

Farzadfar, F., Finucane, M.M., Danaei, G., Paciorek, C.J., Pelizzari, P., Cowan, M.J., Singh, G.M., Lin, J.K., Stevens, G.A., Riley, L.M., and M. Ezzati. 2011. National, regional, and global trends in serum total cholesterol since 1980: Systematic analysis of health examination surveys and epidemiological studies with 321 country-years and 3.0 million participants. The Lancet 377: 578-586. doi:10.1016/S0140-6736(10)62038-7.

Finucane, M.M., Stevens, G.A., Cowan, M., Danaei, G., Lin, J.K., Paciorek, C.J., Singh, G.M., Gutierrez, H.R., Lu, Y., Bahalim, A.N., Farzadfar, F., Riley, L.M., and M. Ezzati. 2011. National, regional, and global trends in body mass index since 1980: Systematic analysis of health examination surveys and epidemiological studies with 960 country-years and 9.1 million participants. The Lancet 377:557-567. doi:10.1016/S0140-6736(10)62037-5.

Lin, H., S. Shin, Blaya, J.A., Zhang, Z., Cegielski, P., Contreras, C., Asencios, L., Bonilla, C., Bayona, J., Paciorek, C.J, and T. Cohen. 2011. Assessing spatiotemporal patterns of multidrug-resistant and drug-sensitive tuberculosis in a South American setting. Epidemiology and Infection 139: 1784-1793. doi:10.1017/S0950268810002797.

Baxter, L.K., Wright, R.J., Paciorek, C.J., Laden, F., Suh, H.H., and J.I. Levy. 2010. Effects of exposure measurement error in the analysis of health effects from traffic-related air pollution. Journal of Exposure Science and Environmental Epidemiology 20:101-111. doi:10.1038/jes.2009.5. PMCID: PMC3139251.

Puett, R.C., Hart, J.E., Yanosky, J.D., Paciorek, C.J., Schwartz, J., Suh, H., Speizer, F.E., and F. Laden. 2009. Chronic fine and coarse particulate exposure, mortality and coronary heart disease in the Nurses' Health Study. Environmental Health Perspectives 117:1697-1701. doi:10.1289/ehp.0900572. PMCID: PMC2679594.

Paciorek, C.J., and Y. Liu. 2009. Limitations of remotely-sensed aerosol as a spatial proxy for fine particulate matter. Environmental Health Perspectives 117:904-909. doi:10.1289/ehp.0800360. PMCID: PMC2702404.

Liu, Y., Paciorek, C.J., and P. Koutrakis. 2009. Estimating regional spatial and temporal variability of PM2.5 concentrations using satellite data, meteorology, and land use information. Environmental Health Perspectives 117:886–892. doi:10.1289/ehp.0800123. PMCID: PMC2702401.

Yanosky, J.D., Paciorek C.J. and H.H. Suh. 2009. Predicting chronic fine and coarse particulate exposures using spatio-temporal models for the northeastern and midwestern US. Environmental Health Perspectives 117:522-529. doi:10.1289/ehp.11692. PMCID: PMC2679594.

Puett, R.C., Schwartz, J., Hart, J.E., Yanosky, J.D., Speizer, F.E., Suh, H.H., Paciorek, C.J., Neas, L. and F. Laden. 2008. Chronic particulate exposure, mortality and cardiovascular outcomes in the Nurses' Health Study. American Journal of Epidemiology 168:1161-1168. doi:10.1093/aje/kwn232. PMCID: PMC2732957.

Paciorek, C.J., Liu, Y., Moreno-Macias, H. and S. Kondragunta. 2008. Spatio-temporal associations between GOES aerosol optical depth retrievals and ground-level PM2.5. Environmental Science and Technology 42:5800-5806. doi:10.1021/es703181j.

Yanosky, J.D., Paciorek, C.J., Schwartz, J., Laden, F., Puett, R., and H.H. Suh. 2008. Spatio-temporal modeling of chronic PM10 exposure for the Nurses' Health Study. Atmospheric Environment 42:4047-4062. doi:10.1016/j.atmosenv.2008.01.044. PMCID: PMC2705904.

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Baxter, L.K., Clougherty, J.E., Paciorek, C.J., Wright, R.J., and J.I. Levy. 2007. Predicting residential indoor concentrations of nitrogen dioxide, fine particulate matter, and elemental carbon using questionnaire and geographic information system based data. Atmospheric Environment 41:6561-6571. doi:10.1016/j.atmosenv.2007.04.027. PMCID: PMC2760735.

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