Manuscripts and preprints

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Mulitvariate Analysis of Atmosphere Ocean General Circulation Models R.Furrer, S.Sain, D Nychka, C Tebaldi, J Meehl. In review (PDF)
Sensistivity of ecological models to spatial-temporal estimation of their climate drivers: Statistical ensembles for forcing. M. Fuentes, T.G.F. Kittel, and D. Nychka (2004) To appear Ecological Applications (PDF) 650K
Spatial models for the distribution of extremes. Eric Gilleland, Douglas Nychka and Uli Schneider (2004).
A tutorial for Uncertainty and Variability in Ecological Inference, Forecasting, and Decision Making An Introduction to Modern Statistical Computation. Summer Institute at the Center on Global Change, Duke University, June 2004. (PDF) 2M
Covariance tapering for interpolation of large spatial datasets. Rienhard Furrer, Marc Genton, and Doug Nychka (2004) submitted to Journal of Computational and Graphical Statistics (PDF)
A multivariate spatial model for soil water profiles Steve Sain, Shrikant Jagtap, Linda Mearns and Doug Nychka (2004) Submitted to Journal of Agricultural Biological and Environmental Statistics. (PDF) 676K
Statistical Models for Monitoring and Regulating Ground-level Ozone Eric Gilleland and Douglas Nychka (2004) Submitted to Environmetrics (PDF) 224K
Quantifying Uncertainty in Projections of Regional Climate Change: A Bayesian Approach to the Analysis of Multimodel Ensembles Claudia Tebaldi, Richard L. Smith,Doug Nychka, and Linda Mearns (2003) submitted to Journal of Climate) (PDF) 2.4M
Software and examples from this analysis
Infilling Sparse Records of Spatial Fields Johns, C. Nychka, D. Kittel, T. and Daly C. (2003) JASA Applications 98 796-806. (PS 322K)
Winds from a Bayesian Hierarchical Model: Computation for Atmosphere-Ocean Research , Timothy Hoar, Ralph Milliff, Douglas Nychka, Christopher Wikle, L. Mark Berliner (2004) Journal of Computational and Graphical Statistics. PS 3.3Mb
Period analysis of variable stars by robust smoothing, Hee-seok Oh, Doug Nychka, Tim Brown and Paul Charbonneau (2004) Journal Royal Statistical Society Series C PDF 828K
A nonlinear filter that extends to high dimensional systems, Thomas Bengtsson, Chris Snyder, Doug Nychka, (2003) Journal of Gephysical Research -Atmosphere PDF 974K
Multiresolution models for nonstationary spatial covariance functions,. Doug Nychka, C. Wikle and J.A. Royle, (2002) Statistical Modelling 2 315-332. (PDF 714K)
A WHITE PAPER: Spatial Prediction of Air Quality Data, Holland, D. Cox, W.M., Scheffe, R., Cimorelli, A., Nychka, D. and Hopke, P. (2003) (PDF 1.2M)
Mesoscale correlation length scales from NSCAT and Minimet Surface Wind Retrievals in the Labrador Sea. Milliff, R.F., Niler, P., Morzel, J., Sybrandy, A., Nychka, D. and Large, W. (2003) PDF 1.4 Mb
Design of Air-Quality Monitoring Networks'' D. Nychka and N. Saltzman (1998) in Case Studies in Environmental Statistics, Lecture Notes in Statistics ed. Nychka, D., Cox, L. and Piegorsch, W. , Springer Verlag, New York. PS 908K
To GSP Archive of Manuscripts, Reports and Publications.