Stephan R. Sain

发表

Multiresolution Kriging Based on Markov Random Fields

Douglas W. Nychka, Dorit Hammerling, Stephan R. Sain, 2015 .

How to Establish the Scientific Value of Multiple GCM-RCM Simulation Programs: An Example from NARCCAP

Dorit Hammerling, Stephan R. Sain, Linda O. Mearns, 2014 .

Multi-Resolution Kriging Based on Markov Random Fields [R package LatticeKrig version 8.4]

Douglas W. Nychka, Dorit Hammerling, Stephan R. Sain, 2019 .

Emulating and calibrating the multiple‐fidelity Lyon–Fedder–Mobarry magnetosphere–ionosphere coupled computer model

Stephan R. Sain, Matthew J. Heaton, William Kleiber, 2015 .

A New Test for Outlier Detection from a Multivariate Mixture Distribution

Stephan R. Sain, Henry L. Gray, Suojin Wang, 1997 .

Feature‐based validation of the Lyon‐Fedder‐Mobarry magnetohydrodynamical model

Stephan R. Sain, William Kleiber, Michael Wiltberger, 2016 .

Combining regional climate model output via a multivariate Markov random field model

Noel A Cressie, Stephan R. Sain, Noel A Cressie, 2007 .

A Multiresolution Approach to Estimating the Value Added by Regional Climate Models

Stephan R. Sain, Brian J. Reich, Ryan J. Parker, 2015 .

Assessing variance components of general circulation model output fields

Stephan R. Sain, Reinhard Furrer, Steven Geinitz, 2012 .

Fast Sequential Computer Model Calibration of Large Nonstationary Spatial-Temporal Processes

Stephan R. Sain, Derek Bingham, Michael Wiltberger, 2013, Technometrics.

spam: A Sparse Matrix R Package with Emphasis on MCMC Methods for Gaussian Markov Random Fields

Stephan R. Sain, Reinhard Furrer, S. Sain, 2010 .

Multivariate Visualization by Density Estimation

Stephan R. Sain, David W. Scott, D. W. Scott, 2008 .

Outlier detection from a mixture distribution when training data are unlabeled

Stephan R. Sain, H. L. Gray, Wayne A. Woodward, 1999, Bulletin of the Seismological Society of America.

Computer Model Calibration with Application to the LFM-MIX Model

Stephan R. Sain, William Kleiber, Michael Wiltberger, 2011 .

Spatial model fitting for large datasets with applications to climate and microarray problems

Stephan R. Sain, Reinhard Furrer, S. Sain, 2009, Stat. Comput..

Accounting for Dependence in a Flexible Multivariate Receptor Model

William F. Christensen, Stephan R. Sain, S. Sain, 2002, Technometrics.

Establishing the Scientific Value of Multiple GCM-RCM Simulation Programs: The Example of NARCCAP

Dorit Hammerling, Stephan R. Sain, Linda O. Mearns, 2015 .

Testing for outliers from a mixture distribution when some data are missing

Stephan R. Sain, Wayne A. Woodward, S. Sain, 2003, Comput. Stat. Data Anal..

A spatial analysis of multivariate output from regional climate models

Stephan R. Sain, Noel Cressie, Reinhard Furrer, 2011, 1104.2703.

Latent Variable Modeling for Integrating Output from Multiple Climate Models

William F. Christensen, Stephan R. Sain, S. Sain, 2012, Mathematical Geosciences.

Modeling Uncertainty in Climate Using Ensembles of Regional and Global Climate Models and Multiple Observation-Based Data Sets

Stephan R. Sain, Matthew J. Heaton, Tamara A. Greasby, 2012, SIAM/ASA J. Uncertain. Quantification.

Combining outputs from the North American Regional Climate Change Assessment Program by using a Bayesian hierarchical model

Noel A Cressie, Stephan R. Sain, Emily L. Kang, 2012 .

Uncertainty and Computer Models

Stephan R. Sain, 2013 .

Model Calibration via Deformation

Stephan R. Sain, William Kleiber, Michael J. Wiltberger, 2014, SIAM/ASA J. Uncertain. Quantification.

Scale space multiresolution analysis of random signals

Stephan R. Sain, Lasse Holmström, Leena Pasanen, 2011, Comput. Stat. Data Anal..

Multi-dimensional Density Estimation

Stephan R. Sain, David W. Scott, D. W. Scott, 2004 .

Evaluating the impacts of climate change on diurnal wind power cycles using multiple regional climate models

Stephan R. Sain, Marc G. Genton, Amanda S. Hering, 2015 .

Multivariate discrimination methods for top quark analysis

Stephan R. Sain, Lasse Holmström, L. Holmström, 1997 .

Tools for Spatial Data [R package fields version 11.6]

Stephan R. Sain, Florian Gerber, Douglas Nychka, 2020 .

Functional ANOVA and regional climate experiments: a statistical analysis of dynamic downscaling

Stephan R. Sain, Linda O. Mearns, Doug Nychka, 2011 .

Tools for Spatial Data

Douglas W. Nychka, Stephan R. Sain, Reinhard Furrer, 2016 .

HARVIST: a system for agricultural and weather studies using advanced statistical methods

Stephan R. Sain, Dominic Mazzoni, Kiri L. Wagstaff, 2005 .

Analysis and Modelling of Spatial Environmental Data

Stephan R. Sain, 2006 .

Zero‐Bias Locally Adaptive Density Estimators

Stephan R. Sain, David W. Scott, D. W. Scott, 2002 .

Spatial Hierarchical Modeling of Precipitation Extremes From a Regional Climate Model

Stephan R. Sain, Daniel Cooley, D. Cooley, 2008 .

Adaptive Capacity to Extreme Heat: Results from a Household Survey in Houston, Texas

Stephan R. Sain, Olga V. Wilhelmi, Mary H. Hayden, 2017 .

Downscaling extremes: A comparison of extreme value distributions in point-source and gridded precipitation data

Stephan R. Sain, Linda O. Mearns, Daniel Cooley, 2010, 1010.1604.

Spatio-temporal exceedance locations and confidence regions

Stephan R. Sain, Joshua P. French, S. Sain, 2013, 1311.7257.

BIAS REDUCTION AND ELIMINATION WITH KERNEL ESTIMATORS

Stephan R. Sain, S. Sain, 2001 .

A comparison study of extreme precipitation from six different regional climate models via spatial hierarchical modeling

Stephan R. Sain, Daniel Cooley, Jennifer A. Hoeting, 2010 .

Statistical science: contributions to the Administration's research priority on climate change

Noel A Cressie, Douglas W. Nychka, Stephan R. Sain, 2014 .

PERMUTATION TESTING IN MULTIVARIATE REGRESSION TREES

Stephan R. Sain, Patrick S. Carmack, William R. Schucany, 2002 .