Submitted/preprints
Yanosky, J.D., Paciorek C.J. and H.H. Suh. Predicting chronic fine and coarse particulate exposures using spatio-temporal models for the northeastern and midwestern US. Submitted to Environmental Health Perspectives.
Paciorek, C.J., and J.S. McLachlan. Mapping ancient forests: Bayesian inference for spatio-temporal trends in forest composition. Harvard University Biostatistics Working Paper 72. Resubmitted to the Journal of the American Statistical Association.
Published
Gryparis, A., Paciorek, C.J., Zeka, A., Schwartz, J., and B.A. Coull. 2008. Measurement error caused by spatial misalignment in environmental epidemiology. In press in Biostatistics. Harvard University Biostatistics Working Paper 59. [preprint pdf: Harvard University Biostatistics Working Paper 59].
Paciorek, C.J., Yanosky, J.D., Puett, R.C., Laden, F., and H.H. Suh.2008. Practical large-scale spatio-temporal modeling of particulate matter concentrations. In press in the Annals of Applied Statistics.
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. In press in American Journal of Epidemiology.
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.
- [pdf by journal subscription (until August 2009)][bibtex]
- [pdf as one of 50 free electronic reprints available first-come, first-served]
- An earlier version of the manuscript with a somewhat different ordering of the content is Harvard University Biostatistics Working Paper 74.
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.
- [official pdf][bibtex]
- Please contact me if you would like a copy of this article and your institution does not have a subscription.
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.
Paciorek, C.J. 2007b. Bayesian smoothing with Gaussian processes using Fourier basis functions in the spectralGP package. Journal of Statistical Software 19(2). PMID 18163161.
- [pdf][code][bibtex]
- An earlier version of the manuscript is Bayesian smoothing of irregularly-spaced data using Fourier basis functions, Harvard University Biostatistics Working Paper 49.
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. PMID 18443645.
- [official pdf][preprint pdf: This is a preprint of an article published in Computational Statistics and Data Analysis Copyright(c) 2007 (copyright owner as specified in the Journal)]
- [data] [code][bibtex]
- An earlier and somewhat expanded version of the manuscript, coauthored with L. Ryan, is Harvard University Biostatistics Working Paper 32.
Paciorek, C.J. and M.J. Schervish. 2006. Spatial modelling using a new class of nonstationary covariance functions. Environmetrics 17:483-506. PMID 18163157.
- [official pdf][preprint: This is a preprint of an article published in Environmetrics Copyright (c) (2006) (copyright owner as specified in the Journal)][bibtex].
- An expanded version of the accepted paper is Technical Report 822, Department of Statistics, Carnegie Mellon University.
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. PMID 18185854.
Ickes, K., C.J. Paciorek, and S. Thomas. 2005. Impacts of nest construction by native pigs (Sus scrofa) on saplings in a lowland Malaysian rain forest. Ecology 86:1540-1547.
- [pdf]
Ventura, V., C.J. Paciorek, 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.
Paciorek, C.J., J.S. Risbey, V. Ventura, and R.D.Rosen. 2002. Multiple indices of Northern Hemisphere Cyclone Activity, Winters 1949-1999. Journal of Climate 15:1573-1590.
Paciorek, C.J., R. Condit, S.P. Hubbell, and R.B. Foster. 2000. The demographics of resprouting in tree and shrub species of a moist tropical forest. Journal of Ecology 88(5):765-777.
Paciorek, C.J., Moyer, B.R., Levin, R.A., and Halpern, S.L. 1995. Pollen consumption by hummingbird flower mite Proctolaelaps kirmsei and possible fitness effects on Hamelia patens. Biotropica 27:258-262. (author order determined by lot)
- Reprints available upon request.
Last updated: September 2008.