Suivre
Douglas Nychka
Douglas Nychka
Professor, Applied Mathematics and Statistics, Colorado School of Mines
Adresse e-mail validée de mines.edu - Page d'accueil
Titre
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Année
Semi-nonparametric maximum likelihood estimation
AR Gallant, DW Nychka
Econometrica: Journal of the econometric society, 363-390, 1987
12831987
Covariance tapering for interpolation of large spatial datasets
R Furrer, MG Genton, D Nychka
Journal of Computational and Graphical Statistics 15 (3), 502-523, 2006
8492006
Statistical significance of trends and trend differences in layer‐average atmospheric temperature time series
BD Santer, TML Wigley, JS Boyle, DJ Gaffen, JJ Hnilo, D Nychka, ...
Journal of Geophysical Research: Atmospheres 105 (D6), 7337-7356, 2000
6942000
Bayesian spatial modeling of extreme precipitation return levels
D Cooley, D Nychka, P Naveau
Journal of the American Statistical Association 102 (479), 824-840, 2007
6182007
Covariance tapering for likelihood-based estimation in large spatial data sets
CG Kaufman, MJ Schervish, DW Nychka
Journal of the American Statistical Association 103 (484), 1545-1555, 2008
6032008
fields: Tools for spatial data
D Nychka, R Furrer, J Paige, S Sain
R package version 9 (10.5065), D6W957CT, 2017
5912017
Finding chaos in noisy systems
D Nychka, S Ellner, AR Gallant, D McCaffrey
Journal of the Royal Statistical Society: Series B (Methodological) 54 (2 …, 1992
4751992
Fitting the term structure of interest rates with smoothing splines
M Fisher, DW Nychka, D Zervos
Federal Reserve System Working Paper, 2000
4312000
A case study competition among methods for analyzing large spatial data
MJ Heaton, A Datta, AO Finley, R Furrer, J Guinness, R Guhaniyogi, ...
Journal of Agricultural, Biological and Environmental Statistics 24, 398-425, 2019
3892019
Bayesian confidence intervals for smoothing splines
D Nychka
Journal of the American Statistical Association 83 (404), 1134-1143, 1988
3811988
A multiresolution Gaussian process model for the analysis of large spatial datasets
D Nychka, S Bandyopadhyay, D Hammerling, F Lindgren, S Sain
Journal of Computational and Graphical Statistics 24 (2), 579-599, 2015
3682015
A smoothed EM approach to indirect estimation problems, with particular reference to stereology and emission tomography
BW Silverman, MC Jones, JD Wilson, DW Nychka
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 1990
3531990
Exploring fitness surfaces
D Schluter, D Nychka
The American Naturalist 143 (4), 597-616, 1994
3321994
Consistency of modelled and observed temperature trends in the tropical troposphere
BD Santer, PW Thorne, L Haimberger, KE Taylor, TML Wigley, ...
International Journal of Climatology: A Journal of the Royal Meteorological …, 2008
3312008
Multiresolution models for nonstationary spatial covariance functions
D Nychka, C Wikle, JA Royle
Statistical Modelling 2 (4), 315-331, 2002
2812002
fields: Tools for spatial data
R Furrer, D Nychka, S Sain
R package version 6 (3), 2012
2552012
Spatial analysis to quantify numerical model bias and dependence: how many climate models are there?
M Jun, R Knutti, DW Nychka
Journal of the American Statistical Association 103 (483), 934-947, 2008
2472008
Design of air-quality monitoring networks
D Nychka, N Saltzman
Case studies in environmental statistics, 51-76, 1998
2331998
Estimating the Lyapunov exponent of a chaotic system with nonparametric regression
DF McCaffrey, S Ellner, AR Gallant, DW Nychka
Journal of the American Statistical Association 87 (419), 682-695, 1992
2321992
Climate spectra and detecting climate change
P Bloomfield, D Nychka
Climatic Change 21 (3), 275-287, 1992
2221992
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