Research Center for Statistics

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2016

Scientific Articles

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A computationally efficient framework for automatic inertial sensor calibrationBalamuta, James; Guerrier, Stephane; Molinari, Roberto Carlo; Yang, Wenchao;
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A predictive based regression algorithm for gene network selectionGuerrier, Stéphane; Mili, Nabil; Molinari, Roberto Carlo; Orso, Samuel; ... Ma, Yanyuan
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Association between religious beliefs and drugs of choice in a swiss male sampleThorens, Gabriel; Rothen, Stéphane; Gmel, Gerhard; Khazaal, Yasser; ... Zullino, Daniele Fabio
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Capitalizing upon the attractive and addictive properties of massively multiplayer online role-playing games to promote wellbeingThorens, Gabriel; Billieux, Joël; Megevand, Pierre Bastien; Zullino, Daniele Fabio; ... Khazaal, Yasser
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Discussion of the paper “asymptotic theory of outlier detection algorithms for linear time series regression models” by johansen & nielsenRonchetti, Elvezio;
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Discussion on maximum likelihood-based methods for inertial sensor calibrationGuerrier, Stephane; Molinari, Roberto Carlo; Balamuta, James;
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Internet gamblers differ on social variables: a latent class analysisKhazaal, Yasser; Chatton, Anne; Achab, Sophia; Monney, Gregoire; ... Rothen, Stéphane
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Is video game addiction a reality ?Thorens, Gabriel; Achab, Sophia; Rothen, Stéphane; Khazaal, Yasser; Zullino, Daniele Fabio
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Psychometric properties of the 7-item game addiction scale among french and German speaking adultsKhazaal, Yasser; Chatton, Anne; Rothen, Stéphane; Achab, Sophia; ... Gmel, Gerhard
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Robust hedonic price indexesBourassa, Steven C; Cantoni, Eva; Hoesli, Martin E.;
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Robust inference in sample selection modelsZhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio;
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Saddlepoint tests for quantile regressionRonchetti, Elvezio; Sabolova, Radka;
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Theoretical limitations of allan variance-based regression for time series model estimationGuerrier, Stéphane; Molinari, Roberto Carlo; Stebler, Yannick Sébastien;
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Wavelet-based improvements for inertial sensor error modelingGuerrier, Stéphane; Molinari, Roberto Carlo; Stebler, Yannick Sébastien;

Professional Articles

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Addiction aux jeux vidéo, que du virtuel?Thorens, Gabriel; Achab, Sophia; Rothen, Stéphane; Khazaal, Yasser; Zullino, Daniele Fabio

Reports

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Saddlepoint approximations in the frequency domainLa Vecchia, Davide; Ronchetti, Elvezio;

Doctoral Thesis

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Confidence sets for model selectionHannay, Mark;
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Measures of model adequacy and model selection in mixed-effects modelsJacot, Nadège;
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Robust inference for random fields and latent modelsMolinari, Roberto Carlo;
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Robust penalized M-estimators for generalized linear and additive modelsAvella Medina, Marco Andrés;

2015

Scientific Articles

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Comparison Between Sensory and Nephelometric Evaluations of Tannin Fractions Obtained by Ultrafiltration of Red WinesRébénaque, Pierrick; Rawyler, André; Boldi, Marc-Olivier; Deneulin, Pascale;
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Establishing Corneal Cross-Linking With Riboflavin and UV-A in the Mouse Cornea In Vivo: Biomechanical AnalysisHammer, Arthur; Kling, Sabine; Boldi, Marc-Olivier; Richoz, Olivier; ... Hafezi, Farhad
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Factor Structure of the Internet Addiction Test in Online Gamers and Poker PlayersKhazaal, Yasser; Achab, Sophia; Billieux, Joël; Thorens, Gabriel; ... Rothen, Stéphane
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Flexible estimation of transport demand functions: recommendations for public policy makersSperlich, Stefan Andréas; Heidenreich, Nils; Fernández-Sainz, Ana; Bilbao-Ubillos, Javier;
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Implicitly assessed attitudes toward body shape and food: the moderating roles of dietary restraint and disinhibitionMoussally, Joanna Myriam; Billieux, Joël; Mobbs, Olivia; Rothen, Stéphane; Van der Linden, Martial
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Modeling heterogeneity: a praise for varying-coefficient models in causal analysisSperlich, Stefan Andréas; Theler, Raoul;
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Prevalence and characteristics of addictive behaviors in a community sample: A latent class analysisDeleuze, Jory; Rochat, Lucien; Romo, Lucia; Van der Linden, Martial; ... Billieux, Joël
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Robust FilteringCalvet, Laurent E.; Czellar, Veronika; Ronchetti, Elvezio;
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Robust heart rate variability analysis by generalized entropy minimizationLa Vecchia, Davide; Ferrari, Davide; Camponovo, Lorenzo;
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Robust state space models for estimating fish stock maturitiesXu, Ximing; Cantoni, Eva; Flemming, Joanna Mills; Field, Chris;
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Robust statistics: a selective overview and new directionsAvella Medina, Marco Andrés; Ronchetti, Elvezio;
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Semi-mixed effects gravity models for bilateral tradeSperlich, Stefan Andréas; Proença, Isabel; Savaşcı, Duygu;
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Specification Testing when the Null is Nonparametric or SemiparametricSperlich, Stefan Andréas; Rodríguez-Póo, Juan Manuel; Vieu, Philippe;
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Stable Asymptotics for M-estimatorsLa Vecchia, Davide;

Preprints

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Robust Inference for Time Series Models: a Wavelet-Based FrameworkMolinari, Roberto Carlo; Guerrier, Stéphane; Victoria-Feser, Maria-Pia;

Book Chapters

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Le modèle linéaire généralisé (GLM) robusteAeberhard, William; Cantoni, Eva;
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Nonlinear Growth Curve ModelsGhisletta, Paolo; Cantoni, Eva; Jacot, Nadège;
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Régression linéaire robusteCantoni, Eva; Dehon, Catherine;

Technical Reports

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Estimating the number of garment factories in BangladeshBoldi, Marc-Olivier;

Doctoral Thesis

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Contributions to overdispersed count data modeling: robustness, small samples and other extensionsAeberhard, William;
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Simulation based bias correction methods for complex problemsDupuis Lozeron, Elise;
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Time-frequency Granger causality with application to nonstationary brain signalsCekic, Sezen;

2014

Scientific Articles

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A Review and Comparison of Bandwidth Selection Methods for Kernel RegressionKoehler, M; Schindler, A; Sperlich, Stefan Andréas;
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Composite likelihood inference by nonparametric saddlepoint testsLunardon, Nicola; Ronchetti, Elvezio;
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Does Self-Selection Affect Samples' Representativeness in Online Surveys? An Investigation in Online Video Game ResearchKhazaal, Yasser; Van Singer, Mathias; Chatton, Anne; Achab, Sophia; ... Thorens, Gabriel
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Estimation of Time Series Models via Robust Wavelet VarianceGuerrier, Stéphane; Molinari, Roberto Carlo; Victoria-Feser, Maria-Pia;
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Further theoretical and practical insight to the do-validated bandwidth selectorMartinez Miranda, MD; Mammen, E; Nielsen, JP; Sperlich, Stefan Andréas;
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Generalized Method of Wavelet Moments for Inertial Navigation Filter DesignStebler, Yannick; Guerrier, Stéphane; Skaloud, Jan; Victoria-Feser, Maria-Pia;
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Kernel-based semiparametric multinomial logit modelling of political party preferencesLangrock, R; Heidenreich, NB; Sperlich, Stefan Andréas;
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On the Choice of Regularization Parameters in Specification Testing: a critical discussionSperlich, Stefan Andréas;
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Robust inference in the negative binomial regression model with an application to falls dataAeberhard, William; Cantoni, Eva; Heritier, Stephane;
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TError: towards a better quantification of the uncertainty propagated during the characterization of tephra depositsBiasse, Sébastien; Bagheri, Gholamhossein; Aeberhard, William; Bonadonna, Costanza;

Reports

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Semiparametrically Efficient R-Estimation for Dynamic Location-Scale ModelsLa Vecchia, Davide; Hallin, Marc;

Technical Reports

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Influence functions for penalized M-estimatorsAvella Medina, Marco Andrés;
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Robust and consistent variable selection for generalized linear and additive modelsAvella Medina, Marco Andrés; Ronchetti, Elvezio;

2013

Scientific Articles

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Agreement between Spirometers: A Challenge in the Follow-Up of Patients and Populations?Gerbase, Margaret; Dupuis Lozeron, Elise; Schindler, C; Keidel, D; ... Künzli, N
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Bandwidth Selection Methods for Kernel Density Estimation : A Review of PerformanceHeidenreich, N. B.; Schindler, Anja; Sperlich, Stefan Andréas;
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Comments on: An updated review of Goodness-of-Fit tests for regression models: open questions and suggestions for calibrationSperlich, Stefan Andréas;
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Comments on: Model-free model-fitting and predictive distributions : Applications to Small Area Statistics and Treatment Effect EstimationSperlich, Stefan Andréas;
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Consumer Behavior Analysis for Luxury Goods - A Technical Note for Empirical StudiesMoral-Arce, I; Rodriguez-Poo, JM; Sperlich, Stefan Andréas;
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Continuous Chain Ladder: Reformulating and generalising a classical insurance problemMartinez Miranda, MD; Nielsen, JP; Sperlich, Stefan Andréas; Verrall, R;
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Kernel Smoothers and Bootstrapping for Semiparametric Mixed Effects ModelsGonzalez Manteiga, W; Martinez Miranda, MD; Lombardia-Cortina, MJ; Sperlich, Stefan Andréas;
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N-acetylcysteine does not prevent contrast nephropathy in patients with renal impairment undergoing emergency CT: a randomized studyPoletti, Pierre-Alexandre Alois; Platon, Alexandra; De Seigneux Matthey, Sophie; Dupuis Lozeron, Elise; ... Martin, Pierre-Yves
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Realizing smiles: Options pricing with realized volatilityLa Vecchia, Davide; Corsi, Fulvio; Fusari, Nicola;
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Robust Repeat Sales IndexesBourassa, Steven C.; Cantoni, Eva; Hoesli, Martin E.;
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Robust VIF Regression with Application to Variable Selection in Large DatasetsDupuis, Debbie J.; Victoria-Feser, Maria-Pia;
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Special Issue on Robust Analysis of Complex DataCroux, Christophe; Ronchetti, Elvezio; Salibian-Barrera, Matias; Van Aelst, Stefan;
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Ten-Year Follow-up of Cluster-based Asthma Phenotypes in Adults. A Pooled Analysis of Three CohortsBoudier, Anne; Curjuric, Ivan; Basagaña, Xavier; Hazgui, Hana; ... Siroux, Valérie
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Wavelet-Variance-Based Estimation for Composite Stochastic ProcessesGuerrier, Stéphane; Skaloud, Jan; Stebler, Yannick; Victoria-Feser, Maria-Pia;

Conference Proceedings

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An Algorithm for Automatic Inertial Sensors Calibration : Proceedings of the ION GNSS 2013Guerrier, Stéphane; Molinari, Roberto; Skalud, Jan; Victoria-Feser, Maria-Pia;

Conference Presentations

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Economic Theory and Minority LanguageSperlich, Stefan Andréas; Uriarte, José Ramon;

Reports

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Limits of the Allan Variance and Optimal Tuning of Wavelet Variance based EstimatorsGuerrier, Stéphane; Stebler, Yannick; Skalud, Jan; Victoria-Feser, Maria-Pia;
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Robust Estimation of Bivariate CopulasGuerrier, Stéphane; Orso, Samuel; Victoria-Feser, Maria-Pia;

Doctoral Thesis

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Robustness in sample selection modelsZhelonkin, Mikhail;
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Two essays in statistics: a prediction divergence criterion for model selection & wavelet variance based estimation of latent time series modelsGuerrier, Stéphane;

Masters

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Robust Estimation for Bivariate DistributionOrso, Samuel;

2012

Scientific Articles

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A model for dropout assessment of candidates with or without hepatocellular carcinoma on a common liver transplant waiting listToso, Christian; Dupuis Lozeron, Elise; Majno, Pietro; Berney, Thierry; ... Combescure, Christophe
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A new class of Semi-Mixed effects Models and its Application in Small Area EstimationLombardia, MJ; Sperlich, Stefan Andréas;
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A Non-Gaussian Spatial Generalized Linear Latent Variable ModelIrincheeva, Irina; Cantoni, Eva; Genton, Marc G.;
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Analyse néphélométrique et description sensorielle des tanins : Existe-t-il une relation?Rébénaque, Pierrick; Rawyler, André; Boldi, Marc-Olivier; Deneulin, Pascale;
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Appraisal of Musical Syntax Violations by Primary School Children. Effects of Age and PracticeJames, Clara; Dupuis Lozeron, Elise; Hauert, Claude-Alain;
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Atypical depression and alcohol misuse are related to the cardiovascular risk in the general populationGlaus, Jennifer; Vandeleur, Caroline; Gholam-Rezaee, M.; Castelao, E.; ... Preisig, M.
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Direct Simultaneous Inference in Additive Models and its Application to Model UndernutritionWiesenfarth, M.; Krivobokova, T.; Klasen, S.; Sperlich, Stefan Andréas;
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Fault Detection and Isolation in Multiple MEMS-IMUs ConfigurationsGuerrier, Stéphane; Waegli, Adrian; Skaloud, Jan; Victoria-Feser, Maria-Pia;
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Generalized Linear Latent Variable Models with Flexible Distribution of Latent VariablesIrincheeva, Irina; Cantoni, Eva; Genton, Marc G.;
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Higher-Order Infinitesimal RobustnessLa Vecchia, Davide; Ronchetti, Elvezio; Trojani, Fabio;
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Kernel Smoothers and Bootstrapping for Semiparametric Mixed Effects ModelsGonzalez Manteiga, W.; Martinez-Miranda, M.D.; Lombardia-Cortina, M.J.; Sperlich, Stefan Andréas;
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Mental disorders in offspring of parents with bipolar and major depressive disordersVandeleur, Caroline; Rothen, Stéphane; Gholam-Rezaee, Mehdi; Castelao, Enrique; ... Preisig, Martin
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On robust estimation via pseudo-additive informationLa Vecchia, Davide; Ferrari, Davide;
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On the robustness of two-stage estimatorsZhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio;
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