Nonparametric estimation of aggregated Sobol’ indices: Application to a depth averaged snow avalanche model

Bayesian calibration of an avalanche model from autocorrelated measurements along the flow: application to velocities extracted from photogrammetric images

(2020) María Belén Heredia et al.   JOURNAL OF GLACIOLOGY

Non-parametric estimation of the first-order Sobol indices with bootstrap bandwidth

(2019) Maikol Solís   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Repenser les fondements du zonage règlementaire des risques en montagne « récurrents »

(2018) Nicolas Eckert et al.   HOUILLE BLANCHE-REVUE INTERNATIONALE DE L EAU

Uncertainty quantification for functional dependent random variables

(2016) Simon Nanty et al.   COMPUTATIONAL STATISTICS

Sensitivity analysis: A review of recent advances

(2016) Emanuele Borgonovo et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Common Rationale for Global Sensitivity Measures and Their Estimation

(2016) Emanuele Borgonovo et al.   RISK ANALYSIS

The full-scale avalanche test-site at Lautaret Pass (French Alps)

(2015) Emmanuel Thibert et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Multivariate parameter optimization for computational snow avalanche simulation

(2015) Jan-Thomas Fischer et al.   JOURNAL OF GLACIOLOGY

Nonparametric Econometrics: ThenpPackage

(2015) Tristen Hayfield et al.   Journal of Statistical Software

Sensitivity of avalanche risk to vulnerability relations

(2014) P. Favier et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

A randomized orthogonal array-based procedure for the estimation of first- and second-order Sobol' indices

(2014) J.-Y. Tissot et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Sobol' Indices and Shapley Value

(2014) Art B. Owen   SIAM-ASA Journal on Uncertainty Quantification

Sensitivity indices for multivariate outputs

(2013) Fabrice Gamboa et al.   COMPTES RENDUS MATHEMATIQUE

Dense avalanche friction coefficients: influence of physical properties of snow

(2013) Mohamed Naaim et al.   JOURNAL OF GLACIOLOGY

Global sensitivity measures from given data

(2012) Elmar Plischke et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis

(2012) N. Durrande et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Bias correction for the estimation of sensitivity indices based on random balance designs

(2012) Jean-Yves Tissot et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Spatio-temporal metamodeling for West African monsoon

(2011) Anestis Antoniadis et al.   ENVIRONMETRICS

Sensitivity of snow avalanche simulations to digital elevation model quality and resolution

(2011) Yves Bühler et al.   ANNALS OF GLACIOLOGY

Rainbow Plots, Bagplots, and Boxplots for Functional Data

(2010) Rob J. Hyndman et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Long-term avalanche hazard assessment with a Bayesian depth-averaged propagation model

(2010) N. Eckert et al.   JOURNAL OF GLACIOLOGY

Return period calculation and passive structure design at the Taconnaz avalanche path, France

(2010) Mohamed Naaim et al.   ANNALS OF GLACIOLOGY

Sensitivity analyses in snow avalanche dynamics modeling and implications when modeling extreme events

(2009) Christopher P. Borstad et al.   CANADIAN GEOTECHNICAL JOURNAL

Multivariate global sensitivity analysis for dynamic crop models

(2009) Matieyendou Lamboni et al.   FIELD CROPS RESEARCH

An effective algorithm for computing global sensitivity indices (EASI)

(2009) Elmar Plischke   RELIABILITY ENGINEERING & SYSTEM SAFETY

Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs

(2009) Sebastien Da Veiga et al.   TECHNOMETRICS

Calculations of Sobol indices for the Gaussian process metamodel

(2008) Amandine Marrel et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Global sensitivity analysis using polynomial chaos expansions

(2007) Bruno Sudret   RELIABILITY ENGINEERING & SYSTEM SAFETY