Dr. William F. Christensen Home Teaching Honors Selected Publications

Christensen WF and Zabriskie BN. (2021+) “When your permutation test is doomed to fail,” to appear in The American Statistician.

Berrett C, Christensen WF, Sain SR, Sandholtz N, Coats DW, Tebaldi C, and Lopes HF. (2020) “Modeling sea-level processes on the U.S. Atlantic Coast,” Environmetrics, 31:e2609, 483-497, DOI:10.1002/env.2609.

Christensen MF, Heaton MJ, Rupper SB, Reese CS, and Christensen WF (2019). “Bayesian multi-scale spatio-temporal modeling of precipitation in the Indus watershed,” Frontiers in Earth Science, 7:210, DOI:10.3389/feart.2019.00210.

White P, Reese CS, Christensen WF, and Rupper S (2019). “Bayesian Gaussian process model for Antarctic surface mass balance and field measurement proposals,” Environmetrics, 30, DOI:10.1002/env.2579. [Recipient of the 2019 Wiley-TIES Environmetrics Best Paper Award]

Christensen WF and Reese CS (2018) “Comment on ‘Mission CO2ntrol: A statistical scientist's role in remote sensing of atmospheric carbon dioxide,’” Journal of the American Statistical Association, 113, 171-173.

Heaton MJ, Christensen WF, and Terres MA. (2017) “Nonstationary Gaussian process models using spatial hierarchical clustering from finite differences,” Technometrics, 59, 93-101.

Christensen WF and Berrett C. (2016) “Optimally smoothed maps of pollution source potential via particle back-trajectories and filtered kriging,” Chemometrics and Intelligent Laboratory Systems, 153, 1-8.

Blades NG, Schaalje GB, and Christensen WF. (2015) “The Second Course in Statistics: Design and Analysis of Experiments?” The American Statistician, 69, 326-333.

Neeley ES, Christensen WF, and Sain SR. (2014) “A Bayesian spatial factor analysis approach for combining multi-model ensembles,” Environmetrics, 25, 483-497.

Rencher AC and Christensen WF. (2012) Methods of Multivariate Analysis, Third Edition. John Wiley & Sons: New York.

Christensen WF and Sain SR. (2012) “Latent variable modeling for integrating output from multiple climate models,” Mathematical Geosciences. 44, 395-410, DOI:10.1007/s11004-011-9321-1.

Williams B, Christensen WF, and Reese CS. (2011) “Pollution source direction identification: Embedding dispersion models to solve an inverse problem,” Environmetrics, 22, 962-974, DOI: 10.1002/env.1124.

Christensen WF. (2011). “Filtered kriging for spatial data with heterogeneous measurement error variances,” Biometrics, 67, 947-957, DOI: 10.1111/j.1541-0420.2011.01563.x.

Heaton MJ, Reese CS, and Christensen WF. (2010). “Incorporating time-dependent source profiles using the Dirichlet distribution in multivariate receptor models,” Technometrics, 52, 67-79.

Lingwall JW, Christensen WF, and Reese CS. (2008). “Dirichlet based Bayesian multivariate receptor modeling,” Environmetrics, 19, 618-629.

Christensen WF, Schauer JJ, and Lingwall JW. (2006). “Iterated confirmatory factor analysis for pollution source apportionment,” Environmetrics, 17, 663-681.

Christensen WF, and Gunst RF. (2004). “Measurement error models in chemical mass balance analysis of air quality data,” Atmospheric Environment, 38, 733-744.

Christensen WF, and Amemiya Y. (2002). “Latent variable analysis of multivariate spatial data,” Journal of the American Statistical Association, 97, 302-317.

Christensen WF, and Sain SR. (2002). “Accounting for dependence in a flexible multivariate receptor model,” Technometrics, 44, 328-337.

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