selected publications
-
chapter
- Data Assimilation. 477-492. 2010
-
conference proceeding
-
Functional ANOVA and regional climate experiments: a statistical analysis of dynamic downscaling.
Environmetrics.
700-711.
2009
- A framework to understand the asymptotic properties of Kriging and splines. Journal of the Korean Statistical Society. 57-76. 2006
-
Statistical models for monitoring and regulating ground-level ozone.
Environmetrics.
535-546.
2003
-
Winds from a Bayesian hierarchical model: Computation for atmosphere-ocean research.
Journal of Computational and Graphical Statistics.
781-807.
2002
-
A GENERALIZED LINEAR CLASSIFICATION MODEL WITH A SMOOTH LINK FUNCTION AND PREDICTORS OBTAINED FROM QUANTILE SPLINE FITS TO HIGH-DIMENSIONAL DATA.
Journal of Statistical Planning and Inference.
153-164.
1993
- FINDING CHAOS IN NOISY SYSTEMS. Journal- Royal Statistical Society Series B. 399-426. 1991
-
Functional ANOVA and regional climate experiments: a statistical analysis of dynamic downscaling.
Environmetrics.
700-711.
2009
-
journal article
-
Modeling spatial data using local likelihood estimation and a Matern to spatial autoregressive translation.
Environmetrics.
2020
-
A Case Study Competition Among Methods for Analyzing Large Spatial Data.
Journal of Agricultural, Biological, and Environmental Statistics.
398-425.
2019
-
Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms.
Monthly Weather Review.
2827-2845.
2019
-
Data-optimized Coronal Field Model. I. Proof of Concept.
The Astrophysical Journal: an international review of astronomy and astronomical physics.
2019
-
A Bayesian Model for Quantifying the Change in Mortality Associated with Future Ozone Exposures under Climate Change.
Biometrics.
281-288.
2016
-
A comparison of automated statistical quality control methods for error detection in historical radiosonde temperatures.
International Journal of Climatology.
28-42.
2016
-
ROAM: A Radial-Basis-Function Optimization Approximation Method for Diagnosing the Three-Dimensional Coronal Magnetic Field.
Frontiers in Astronomy and Space Sciences.
2016
-
Equivalent kriging.
Spatial Statistics.
31-49.
2015
-
A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets.
Journal of Computational and Graphical Statistics.
579-599.
2015
-
Probabilistic reconstructions of local temperature and soil moisture from tree-ring data with potentially time-varying climatic response.
Climate Dynamics.
791-806.
2015
-
The emerging anthropogenic signal in land-atmosphere carbon-cycle coupling.
Nature Climate Change.
796-800.
2014
-
Constructing valid spatial processes on the sphere using kernel convolutions.
Environmetrics.
2-15.
2014
-
Nonstationary Positive Definite Tapering On The Plane.
Journal of Computational and Graphical Statistics.
848-865.
2013
-
Nonstationary modeling for multivariate spatial processes.
Journal of Multivariate Analysis.
76-91.
2012
-
Spatially and temporally consistent prediction of heavy precipitation from mean values.
Nature Climate Change.
544-547.
2012
-
Specification of wet-day daily rainfall quantiles from the mean value.
Tellus Series A: Dynamic Meteorology and Oceanography.
2012
-
Fast Nonparametric Quantile Regression With Arbitrary Smoothing Methods.
Journal of Computational and Graphical Statistics.
510-526.
2011
-
Nonstationary covariance modeling for incomplete data: Monte Carlo EM approach.
Computational Statistics and Data Analysis.
2059-2073.
2011
-
Comment: Hierarchical Statistical Modeling for Paleoclimate Reconstruction Rejoinder.
Journal of the American Statistical Association.
910-911.
2010
-
The Value of Multiproxy Reconstruction of Past Climate.
Journal of the American Statistical Association.
883-895.
2010
-
Forecasting skill of model averages.
Stochastic Environmental Research and Risk Assessment.
633-638.
2010
-
Testing Theories to Explore the Drivers of Cities' Atmospheric Emissions.
Ambio.
236-244.
2009
-
Bayesian Modeling of Uncertainty in Ensembles of Climate Models.
Journal of the American Statistical Association.
97-116.
2009
- TRACKING OF MULTIPLE MERGING AND SPLITTING TARGETS: A STATISTICAL PERSPECTIVE. Statistica Sinica. 1-31. 2009
-
Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets.
Journal of the American Statistical Association.
1545-1555.
2008
-
Development and greenhouse gas emissions deviate from the 'modernization' theory and 'convergence' hypothesis.
Climate Research.
17-29.
2008
-
INTERPOLATING FIELDS OF CARBON MONOXIDE DATA USING A HYBRID STATISTICAL-PHYSICAL MODEL.
Annals of Applied Statistics.
1231-1248.
2008
-
PARAMETER ESTIMATION FOR COMPUTATIONALLY INTENSIVE NONLINEAR REGRESSION WITH AN APPLICATION TO CLIMATE MODELING.
Annals of Applied Statistics.
1217-1230.
2008
-
Consistency of modelled and observed temperature trends in the tropical troposphere.
International Journal of Climatology.
1703-1722.
2008
-
Local eigenvalue analysis of CMIP3 climate model errors.
Tellus Series A: Dynamic Meteorology and Oceanography.
992-1000.
2008
-
Semi-parametric discrete choice measures of willingness to pay.
Economics Letters.
91-94.
2008
-
Spatial Analysis to Quantify Numerical Model Bias and Dependence: How Many Climate Models Are There?.
Journal of the American Statistical Association.
934-947.
2008
-
A multi-resolution census algorithm for calculating vortex statistics in turbulent flows.
Journal of the Royal Statistical Society Series C: Applied Statistics.
293-312.
2008
-
An investigation into the application of an ensemble Kalman smoother to high-dimensional geophysical systems.
Tellus Series A: Dynamic Meteorology and Oceanography.
97-112.
2008
-
The role of pseudo data for robust smoothing with application to wavelet regression.
Biometrika.
893-904.
2007
-
The 'hockey stick' and the 1990s: a statistical perspective on reconstructing hemispheric temperatures.
Tellus Series A: Dynamic Meteorology and Oceanography.
591-598.
2007
-
Bayesian spatial modeling of extreme precipitation return levels.
Journal of the American Statistical Association.
824-840.
2007
-
Multivariate Bayesian analysis of atmosphere - Ocean general circulation models.
Environmental and Ecological Statistics.
249-266.
2007
-
Spatial patterns of probabilistic temperature change projections from a multivariate Bayesian analysis.
Geophysical Research Letters.
2007
-
A multivariate spatial model for soil water profiles.
Journal of Agricultural, Biological, and Environmental Statistics.
462-480.
2006
-
Covariance tapering for interpolation of large spatial datasets.
Journal of Computational and Graphical Statistics.
502-523.
2006
-
Sensitivity of ecological models to their climate drivers: Statistical ensembles for forcing.
Ecological Applications.
99-116.
2006
-
A state-space model for ocean drifter motions dominated by inertial oscillations.
Journal of Geophysical Research: Oceans.
2005
-
A comparison of a GCM response to historical anthropogenic land cover change and model sensitivity to uncertainty in present-day land cover representations.
Climate Dynamics.
581-609.
2005
-
Quantifying uncertainty in projections of regional climate change: A Bayesian approach to the analysis of multimodel ensembles.
Journal of Climate.
1524-1540.
2005
-
Changes in frost days in simulations of twentyfirst century climate.
Climate Dynamics.
495-511.
2004
-
Period analysis of variable stars by robust smoothing.
Journal of the Royal Statistical Society Series C: Applied Statistics.
15-30.
2004
-
Toward a nonlinear ensemble filter for high-dimensional systems.
Journal of Geophysical Research: Atmospheres.
2003
-
Mesoscale correlation length scales from NSCAT and Minimet surface wind retrievals in the Labrador Sea.
Journal of Atmospheric and Oceanic Technology.
513-533.
2003
-
Multi-resolution time series analysis applied to solar irradiance and climate reconstructions.
Journal of Atmospheric and Solar: Terrestrial Physics.
191-201.
2003
-
Flexible discriminant techniques for forecasting clear-air turbulence.
Environmetrics.
859-878.
2002
-
Multiresolution models for nonstationary spatial covariance functions.
Statistical Modelling: An International Journal.
315-331.
2002
-
Modes of high-latitude electric field variability derived from DE-2 measurements: Empirical Orthogonal Function (EOF) analysis.
Geophysical Research Letters.
2002
-
Spatiotemporal hierarchical Bayesian modeling: Tropical ocean surface winds.
Journal of the American Statistical Association.
382-397.
2001
-
Confidence intervals for nonparametric curve estimates: Toward more uniform pointwise coverage.
Journal of the American Statistical Association.
233-246.
2001
-
Changes in surface air temperature caused by desiccation of the Aral Sea.
Journal of Climate.
284-299.
2001
-
A nonparametric multiple choice method within the random utility framework.
Journal of Econometrics.
207-225.
2000
-
Statistical significance of trends and trend differences in layer-average atmospheric temperature time series.
Journal of Geophysical Research: Atmospheres.
7337-7356.
2000
-
A comparison of regional oxidant model (ROM) output with observed ozone data.
Atmospheric Environment.
2413-2423.
2000
-
Some statistical considerations associated with the data assimilation of precipitation observations.
Quarterly Journal of the Royal Meteorological Society.
339-359.
2000
- Smoothing hazard functions for telemetry survival data in wildlife studies. Bird Study. 47-54. 1999
-
Modeling the effects of meteorology on ozone in Houston using cluster analysis and generalized additive models.
Atmospheric Environment.
2505-2520.
1998
-
An algorithm for the construction of spatial coverage designs with implementation in SPLUS.
Computers and Geosciences.
479-488.
1998
-
Noise and nonlinearity in measles epidemics: Combining mechanistic and statistical approaches to population modeling.
The American Naturalist.
425-440.
1998
-
A nonparametric regression approach to syringe grading for quality improvement.
Journal of the American Statistical Association.
1171-1178.
1995
-
SPLINES AS LOCAL SMOOTHERS.
Annals of Statistics.
1175-1197.
1995
-
TEMPLATE-BASED MOSFET DEVICE MODEL.
IEEE Transactions on Computer - Aided Design of Integrated Circuits and Systems.
924-933.
1995
- NONPARAMETRIC TRANSFORMATIONS FOR BOTH SIDES OF A REGRESSION-MODEL. Journal- Royal Statistical Society Series B. 519-532. 1995
-
EXPLORING FITNESS SURFACES.
The American Naturalist.
597-616.
1994
-
NONPARAMETRIC-ESTIMATION OF RATE-EQUATIONS FOR NUTRIENT-UPTAKE.
Journal of the American Statistical Association.
602-614.
1993
-
CLIMATE SPECTRA AND DETECTING CLIMATE CHANGE.
Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change.
275-287.
1992
-
CHOOSING A RANGE FOR THE AMOUNT OF SMOOTHING IN NONPARAMETRIC REGRESSION.
Journal of the American Statistical Association.
653-664.
1991
-
CONVERGENCE-RATES AND DATA REQUIREMENTS FOR JACOBIAN-BASED ESTIMATES OF LYAPUNOV EXPONENTS FROM DATA.
Physics Letters A: General Physics, Nonlinear Science, Statistical Physics, Atomic, Molecular and Cluster Physics, Plasma and Fluid Physics, Condensed Matter, Cross-disciplinary Physics, Biological Physics, Nanosciences, Quantum Physics.
357-363.
1991
-
THE AVERAGE POSTERIOR VARIANCE OF A SMOOTHING SPLINE AND A CONSISTENT ESTIMATE OF THE AVERAGE SQUARED ERROR.
Annals of Statistics.
415-428.
1990
-
SOME PROPERTIES OF ADDING A SMOOTHING STEP TO THE EM ALGORITHM.
Statistics and Probability Letters.
187-193.
1990
- A SMOOTHED EM APPROACH TO INDIRECT ESTIMATION PROBLEMS, WITH PARTICULAR REFERENCE TO STEREOLOGY AND EMISSION TOMOGRAPHY. Journal- Royal Statistical Society Series B. 271-324. 1990
-
CONVERGENCE-RATES FOR REGULARIZED SOLUTIONS OF INTEGRAL-EQUATIONS FROM DISCRETE NOISY DATA.
Annals of Statistics.
556-572.
1989
-
BAYESIAN CONFIDENCE-INTERVALS FOR SMOOTHING SPLINES.
Journal of the American Statistical Association.
1134-1143.
1988
-
SEMI-NONPARAMETRIC MAXIMUM-LIKELIHOOD-ESTIMATION.
Econometrica: journal of the Econometric Society.
363-390.
1987
-
CROSS-VALIDATED SPLINE METHODS FOR THE ESTIMATION OF 3-DIMENSIONAL TUMOR SIZE DISTRIBUTIONS FROM OBSERVATIONS ON TWO-DIMENSIONAL CROSS-SECTIONS.
Journal of the American Statistical Association.
832-846.
1984
- OPTIMAL USE OF SAMPLED TISSUE-SECTIONS FOR ESTIMATING THE NUMBER OF HEPATOCELLULAR FOCI. Cancer Research. 178-183. 1984
- PRESENCE OF ALPHA-FETOPROTEIN-POSITIVE CELLS IN HEPATOCELLULAR FOCI AND MICROCARCINOMAS INDUCED BY SINGLE INJECTIONS OF DIETHYLNITROSAMINE IN INFANT MICE. Cancer Research. 702-708. 1983
- RELIABLE STEREOLOGICAL METHOD FOR ESTIMATING THE NUMBER OF MICROSCOPIC HEPATOCELLULAR FOCI FROM THEIR TRANSECTIONS. Cancer Research. 1261-1268. 1983
-
STATISTICAL-ANALYSIS OF STRATOSPHERIC OZONE DATA FOR THE DETECTION OF TRENDS.
Atmospheric Environment.
1569-1577.
1981
-
Modeling spatial data using local likelihood estimation and a Matern to spatial autoregressive translation.
Environmetrics.
2020