People

Noel Cressie

Director
Centre for Environmental Informatics, NIASRA
University of Wollongong, Australia

Distinguished Professor
School of Mathematics and Applied Statistics
University of Wollongong, Australia

Adjunct Professor
Department of Statistics, University of Missouri, USA


Telephone 02 4221 5076
Fax 02 4221 4998
Email ncressie {at} uow.edu.au
Website http://works.bepress.com/noel_cressie/
LinkedIn Page https://www.linkedin.com/pub/noel-cressie/14/9a7/529
Curriculum Vitae Curriculum Vitae

Research Interests

Theory and applications of spatial and spatio-temporal stochastic models; Bayes and empirical-Bayes methods for hierarchical statistical models; environmental informatics.


Publications

Books

2011

Cressie, N. and Wikle, C.K. (2011). Statistics for Spatio-Temporal Data. Wiley, Hoboken, NJ (588 pp.).

1993

Cressie, N. (1993). Statistics for Spatial Data, rev.edn. Wiley, New York, NY (900 pp.). (Original edition, 1991. Paperback edition in the Wiley Classics Library: Wiley, Hoboken, NJ, 2015).

1988

Read, T.R.C. and Cressie, N. (1988). Goodness-of-fit Statistics for Discrete Multivariate Data. Springer, New York, NY (211pp.).

Selected Publications

2016

Cressie, N. and Kang, E.L. (2016). Hot enough for you? A spatial exploratory and inferential analysis of North American climate-change projections. Mathematical Geosciences, 48, 107-121.

Cressie, N. and Zammit-Mangion, A. (2016). Multivariate spatial covariance models: A conditional approach. Biometrika103, 915-935.

2013

Sengupta, A. and Cressie, N. (2013). Hierarchical statistical modeling of big spatial datasets using the exponential family of distributions. Spatial Statistics, 4, 14-44.

2012

Nguyen, H., Cressie, N., and Braverman, A. (2012). Spatial statistical data fusion for remote sensing applications. Journal of the American Statistical Association, 107, 1004-1018.

2010

Cressie, N., Shi, T., and Kang, E.L. (2010). Fixed rank filtering for spatio-temporal data. Journal of Computational and Graphical Statistics, 19, 724-745.

2009

Cressie, N., Calder, C.A., Clark, J.S., Ver Hoef, J.M., and Wikle, C.K. (2009). Accounting for uncertainty in ecological analysis: The strengths and limitations of hierarchical statistical modeling (with discussion). Ecological Applications, 19, 553-570.

2008

Cressie, N. and Johannesson, G. (2008). Fixed rank kriging for very large spatial data sets. Journal of the Royal Statistical Society, Series B, 70, 209-226.

2002

Shen, X., Huang, H.C., and Cressie, N. (2002). Nonparametric hypothesis testing for a spatial signal. Journal of the American Statistical Association, 97, 1122-1140.

2000

Berliner, L.M., Wikle, C.K., and Cressie, N. (2000). Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling. Journal of Climate, 13, 3953-3968.

1999

Wikle, C.K. and Cressie, N. (1999). A dimension-reduced approach to space-time Kalman filtering. Biometrika, 86, 815-829.

Cressie, N. and Huang, H.-C. (1999). Classes of nonseparable, spatio-temporal stationary covariance functions. Journal of the American Statistical Association, 94, 1330-1340.

1993

Cressie, N. and Morgan, P.B. (1993). The VPRT: A sequential testing procedure dominating the SPRT. Econometric Theory, 9, 431-450.

1984

Cressie, N. and Read, T.R.C. (1984). Multinomial goodness-of-fit tests. Journal of the Royal Statistical Society, Series B, 46, 440-464.

 

Last reviewed: 13 September, 2017