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Variable Selection for Gaussian Process Models in Computer Experiments

- C. Linkletter, D. Bingham, N. Hengartner, D. Higdon, Kenny Q. Ye
- Mathematics, Computer Science
- Technometrics
- 1 November 2006

TLDR

Simulation and Estimation of Extreme Quantiles and Extreme Probabilities

- A. Guyader, N. Hengartner, E. Matzner-Løber
- Mathematics
- 1 October 2011

Let X be a random vector with distribution μ on ℝd and Φ be a mapping from ℝd to ℝ. That mapping acts as a black box, e.g., the result from some computer experiments for which no analytical… Expand

Adaptive estimation for inverse problems with noisy operators

- L. Cavalier, N. Hengartner
- Mathematics
- 1 August 2005

Consider an inverse problem with random noise where we want to estimate a function f. Moreover, suppose that the operator A that we need to invert is not completely known: we know its eigenfunctions… Expand

Rate optimal estimation with the integration method in the presence of many covariates

- N. Hengartner, S. Sperlich
- Mathematics
- 1 August 2005

For multivariate regressors, integrating the Nadaraya-Watson regression smoother produces estimators of the lower-dimensional marginal components that are asymptotically normally distributed, at the… Expand

The Atlantic Multidecadal Oscillation as a dominant factor of oceanic influence on climate

- P. Chylek, J. Klett, G. Lesins, M. Dubey, N. Hengartner
- Environmental Science, Geology
- 16 March 2014

A multiple linear regression analysis of global annual mean near-surface air temperature (1900–2012) using the known radiative forcing and the El Nino–Southern Oscillation index as explanatory… Expand

Statistical Reconstruction for Cosmic Ray Muon Tomography

- L. Schultz, G. Blanpied, +6 authors M. Sossong
- Computer Science, Medicine
- IEEE Transactions on Image Processing
- 1 August 2007

TLDR

Predicting the number of fatal soft errors in Los Alamos national laboratory's ASC Q supercomputer

- S. Michalak, K. W. Harris, N. Hengartner, B. Takala, S. Wender
- Physics
- IEEE Transactions on Device and Materials…
- 5 December 2005

Early in the deployment of the Advanced Simulation and Computing (ASC) Q supercomputer, a higher-than-expected number of single-node failures was observed. The elevated rate of single-node failures… Expand

Finite-Sample Confidence Envelopes for Shape-Restricted Densities

- N. Hengartner, P. Stark
- Mathematics
- 1 April 1995

A conservative finite-sample simultaneous confidence envelope for a density can be found by solving a finite set of finite-dimensional linear programming problems if the density is known to be… Expand

The Novel Coronavirus, 2019-nCoV, is Highly Contagious and More Infectious Than Initially Estimated

- S. Sanche, Y. Lin, Chonggang Xu, E. Romero-Severson, N. Hengartner, R. Ke
- Biology, Medicine
- medRxiv
- 9 February 2020

TLDR

Metagenome Sequence Analysis of Filamentous Microbial Communities Obtained from Geochemically Distinct Geothermal Channels Reveals Specialization of Three Aquificales Lineages

- C. Takacs-Vesbach, W. Inskeep, +12 authors G. Xie
- Biology, Medicine
- Front. Microbiol.
- 29 May 2013

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