Curtis B. Storlie

Works (7)

Updated: April 11th, 2023 10:13
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2021 journal article

Sequential Optimization in Locally Important Dimensions

TECHNOMETRICS, 63(2), 236–248.

By: M. Winkel n, J. Stallrich, C. Storlie & B. Reich 

author keywords: Augmented expected improvement; Bayesian analysis; Computer experiments; Gaussian process; Local importance; Sequential design
Sources: Web Of Science, ORCID
Added: March 16, 2020

2012 journal article

Variable selection for high dimensional Bayesian density estimation: application to human exposure simulation

Journal of the Royal Statistical Society. Series C, Applied Statistics, 61, 47–66.

By: B. Reich , E. Kalendra, C. Storlie, H. Bondell & M. Fuentes

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Surface estimation, variable selection, and the nonparametric oracle property

Statistica Sinica, 21(2), 679–705.

By: C. Storlie, H. Bondell, B. Reich  & H. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2010 journal article

A Locally Adaptive Penalty for Estimation of Functions With Varying Roughness

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 19(3), 569–589.

By: C. Storlie, H. Bondell & B. Reich 

author keywords: L-Spline; Local bandwidth; Nonparametric regression; Regularization method; Spatially adaptive smoothing; SS-ANOVA
Sources: Web Of Science, ORCID
Added: August 6, 2018

2008 review

Multiple predictor smoothing methods for sensitivity analysis: Description of techniques

[Review of ]. Reliability Engineering & System Safety, 93(1), 28–54.

By: C. Storlie & J. Helton

Source: NC State University Libraries
Added: August 6, 2018

2008 journal article

Multiple predictor smoothing methods for sensitivity analysis: Example results

RELIABILITY ENGINEERING & SYSTEM SAFETY, 93(1), 55–77.

By: C. Storlie & J. Helton*

author keywords: additive models; epistemic uncertainty; locally weighted regression; nonparametric regression; projection pursuit regression; recursive partitioning regression; scatterplot smoothing; sensitivity analysis; stepwise selection; uncertainty analysis
Source: Web Of Science
Added: August 6, 2018

2007 journal article

A sampling-based computational strategy for the representation of epistemic uncertainty in model predictions with evidence theory

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 196(37-40), 3980–3998.

By: J. Helton*, J. Johnson*, W. Oberkampf* & C. Storlie

author keywords: dempster-shafer theory; epistemic uncertainty; evidence theory; Monte Carlo; numerical uncertainty propagation; sensitivity analysis; uncertainty analysis
Source: Web Of Science
Added: August 6, 2018