2018

Scientific Articles

unige:102627	Robust and consistent variable selection in high-dimensional generalized linear models	Avella-Medina, Marco; Ronchetti, Elvezio;
unige:96021	Stochastic variable selection strategies for zero-inflated models	Cantoni, Eva; Auda, Marie;

Masters

unige:102928

Prediction Divergence Criterion for Model Selection in the Logistic Regression

Miglioli, Cesare;

2017

Scientific Articles

unige:96033	A computationally efficient framework for automatic inertial sensor calibration	Balamuta, James; Guerrier, Stéphane; Molinari, Roberto Carlo; Yang, Wenchao;
unige:102305	A random-effects hurdle model for predicting bycatch of endangered marine species	Cantoni, Eva; Mills Flemming, J.; Welsh, A. H.;
unige:96032	A study of the allan variance for constant-mean nonstationary processes	Xu, Haotian; Guerrier, Stéphane; Molinari, Roberto; Zhang, Yuming;
unige:92810	Assessment of dysfunctional cognitions in binge-eating disorder: factor structure and validity of the mizes anorectic cognitions questionnaire-revised (mac-r)	Carrard, Isabelle; Rothen, Stéphane; Kruseman, Maaike; Khazaal, Yasser;
unige:100294	Discussion of “the power of monitoring: how to make the most of a contaminated multivariate sample” by andrea cerioli, marco riani, anthony c. atkinson and aldo corbellini	Heritier, Stephane; Victoria-Feser, Maria-Pia;
unige:91486	Internet gamblers differ on social variables: a latent class analysis	Khazaal, Yasser; Chatton, Anne; Achab, Sophia; Monney, Grégoire; ... Rothen, Stéphane
unige:92809	Le trouble bipolaire dans le film silver linings playbook	Bettaieb, Chayma; Shabani, Venera; Rothen, Stéphane; Zullino, Daniele Fabio; Calzada Ribalta, Gerard
unige:95063	Meta-analysis combining parallel and cross-over trials with random effects	Curtin, François;
unige:95064	Meta-analysis combining parallel and crossover trials using generalised estimating equation method	Curtin, François;
unige:91879	R-estimation in semiparametric dynamic location-scale models	Hallin, Marc; La Vecchia, Davide;
unige:100297	Robust inference for ordinal response models	Iannario, Maria; Monti, Anna Clara; Piccolo, Domenico; Ronchetti, Elvezio;
unige:89099	Saddlepoint tests for accurate and robust inference on overdispersed count data	Aeberhard, William H.; Cantoni, Eva; Heritier, Stephane;
unige:100295	Simulation based bias correction methods for complex models	Guerrier, Stéphane; Dupuis Lozeron, Elise; Ma, Yanyuan; Victoria-Feser, Maria-Pia;
unige:95062	The role of adaptive trial designs in drug development	Curtin, François; Heritier, Stephane;

Books

unige:97136

Statistique descriptive

Baggio, Stéphanie; Rothen, Stéphane; Deline, Stéphane;

Working paper

unige:100298	Bootstrap estimation of uncertainty in prediction for generalized linear mixed models	Flores Agreda, Daniel Antonio; Cantoni, Eva;
unige:95054	Simulation based bias correction methods for complex models	Guerrier, Stéphane; Dupuis-Lozeron, Elise; Ma, Yayuan; Victoria-Feser, Maria-Pia;

Doctoral Thesis

unige:99923	Contributions to inference for diffusion processes and robust statistics	Deleamont, Pierre-Yves;
unige:102003	On the Inference of Random Effects in Generalized Linear Mixed Models	Flores Agreda, Daniel Antonio;

2016

Scientific Articles

unige:96031	A predictive based regression algorithm for gene network selection	Guerrier, Stéphane; Mili, Nabil; Molinari, Roberto Carlo; Orso, Samuel; ... Ma, Yanyuan
unige:96036	Association between religious beliefs and drugs of choice in a swiss male sample	Thorens, Gabriel; Rothen, Stéphane; Gmel, Gerhard; Khazaal, Yasser; ... Zullino, Daniele Fabio
unige:89101	Capitalizing upon the attractive and addictive properties of massively multiplayer online role-playing games to promote wellbeing	Thorens, Gabriel; Billieux, Joël; Megevand, Pierre Bastien; Zullino, Daniele Fabio; ... Khazaal, Yasser
unige:86366	Discussion of the paper “asymptotic theory of outlier detection algorithms for linear time series regression models” by johansen & nielsen	Ronchetti, Elvezio;
unige:96026	Discussion on maximum likelihood-based methods for inertial sensor calibration	Guerrier, Stéphane; Molinari, Roberto Carlo; Balamuta, James;
unige:96025	Is video game addiction a reality ?	Thorens, Gabriel; Achab, Sophia; Rothen, Stéphane; Khazaal, Yasser; Zullino, Daniele Fabio
unige:88623	Psychometric properties of the 7-item game addiction scale among french and German speaking adults	Khazaal, Yasser; Chatton, Anne; Rothen, Stéphane; Achab, Sophia; ... Gmel, Gerhard
unige:81263	Robust hedonic price indexes	Bourassa, Steven C; Cantoni, Eva; Hoesli, Martin E.;
unige:86367	Robust inference in sample selection models	Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio;
unige:86368	Saddlepoint tests for quantile regression	Ronchetti, Elvezio; Sabolova, Radka;
unige:96023	Theoretical limitations of allan variance-based regression for time series model estimation	Guerrier, Stéphane; Molinari, Roberto Carlo; Stebler, Yannick Sébastien;
unige:96022	Wavelet-based improvements for inertial sensor error modeling	Guerrier, Stéphane; Molinari, Roberto Carlo; Stebler, Yannick Sébastien;

Professional Articles

unige:88814

Addiction aux jeux vidéo, que du virtuel?

Thorens, Gabriel; Achab, Sophia; Rothen, Stéphane; Khazaal, Yasser; Zullino, Daniele Fabio

Reports

unige:87510

Saddlepoint approximations in the frequency domain

La Vecchia, Davide; Ronchetti, Elvezio;

Doctoral Thesis

unige:86467	Confidence sets for model selection	Hannay, Mark;
unige:90527	Measures of model adequacy and model selection in mixed-effects models	Jacot, Nadège;
unige:86899	Robust inference for random fields and latent models	Molinari, Roberto Carlo;
unige:83060	Robust penalized M-estimators for generalized linear and additive models	Avella Medina, Marco Andrés;

2015

Scientific Articles

unige:79632	Comparison Between Sensory and Nephelometric Evaluations of Tannin Fractions Obtained by Ultrafiltration of Red Wines	Rébénaque, Pierrick; Rawyler, André; Boldi, Marc-Olivier; Deneulin, Pascale;
unige:79867	Establishing Corneal Cross-Linking With Riboflavin and UV-A in the Mouse Cornea In Vivo: Biomechanical Analysis	Hammer, Arthur; Kling, Sabine; Boldi, Marc-Olivier; Richoz, Olivier; ... Hafezi, Farhad
unige:88799	Factor Structure of the Internet Addiction Test in Online Gamers and Poker Players	Khazaal, Yasser; Achab, Sophia; Billieux, Joël; Thorens, Gabriel; ... Rothen, Stéphane
unige:73270	Flexible estimation of transport demand functions: recommendations for public policy makers	Sperlich, Stefan Andréas; Heidenreich, Nils; Fernández-Sainz, Ana; Bilbao-Ubillos, Javier;
unige:87714	Implicitly assessed attitudes toward body shape and food: the moderating roles of dietary restraint and disinhibition	Moussally, Joanna Myriam; Billieux, Joël; Mobbs, Olivia; Rothen, Stéphane; Van der Linden, Martial
unige:73273	Modeling heterogeneity: a praise for varying-coefficient models in causal analysis	Sperlich, Stefan Andréas; Theler, Raoul;
unige:75895	Prevalence and characteristics of addictive behaviors in a community sample: A latent class analysis	Deleuze, Jory; Rochat, Lucien; Romo, Lucia; Van der Linden, Martial; ... Billieux, Joël
unige:80765	Robust Filtering	Calvet, Laurent E.; Czellar, Veronika; Ronchetti, Elvezio;
unige:75149	Robust heart rate variability analysis by generalized entropy minimization	La Vecchia, Davide; Ferrari, Davide; Camponovo, Lorenzo;
unige:47244	Robust state space models for estimating fish stock maturities	Xu, Ximing; Cantoni, Eva; Flemming, Joanna Mills; Field, Chris;
unige:77001	Robust statistics: a selective overview and new directions	Avella Medina, Marco Andrés; Ronchetti, Elvezio;
unige:73271	Semi-mixed effects gravity models for bilateral trade	Proença, Isabel; Sperlich, Stefan Andréas; Savaşcı, Duygu;
unige:73272	Specification Testing when the Null is Nonparametric or Semiparametric	Rodríguez-Póo, Juan Manuel; Sperlich, Stefan Andréas; Vieu, Philippe;
unige:75148	Stable Asymptotics for M-estimators	La Vecchia, Davide;

Preprints

unige:55511

Robust Inference for Time Series Models: a Wavelet-Based Framework

Molinari, Roberto Carlo; Guerrier, Stéphane; Victoria-Feser, Maria-Pia;

Book Chapters

unige:46599	Le modèle linéaire généralisé (GLM) robuste	Aeberhard, William; Cantoni, Eva;
unige:77444	Nonlinear Growth Curve Models	Ghisletta, Paolo; Cantoni, Eva; Jacot, Nadège;
unige:46600	Régression linéaire robuste	Cantoni, Eva; Dehon, Catherine;

Technical Reports

unige:74963

Estimating the number of garment factories in Bangladesh

Boldi, Marc-Olivier;

Doctoral Thesis

unige:45953	Contributions to overdispersed count data modeling: robustness, small samples and other extensions	Aeberhard, William;
unige:78642	Simulation based bias correction methods for complex problems	Dupuis Lozeron, Elise;
unige:78968	Time-frequency Granger causality with application to nonstationary brain signals	Cekic, Sezen;

2014

Scientific Articles

unige:46118	A Review and Comparison of Bandwidth Selection Methods for Kernel Regression	Koehler, M; Schindler, A; Sperlich, Stefan Andréas;
unige:46127	Composite likelihood inference by nonparametric saddlepoint tests	Lunardon, Nicola; Ronchetti, Elvezio;
unige:88802	Does Self-Selection Affect Samples' Representativeness in Online Surveys? An Investigation in Online Video Game Research	Khazaal, Yasser; Van Singer, Mathias; Chatton, Anne; Achab, Sophia; ... Thorens, Gabriel
unige:38168	Estimation of Time Series Models via Robust Wavelet Variance	Guerrier, Stéphane; Molinari, Roberto Carlo; Victoria-Feser, Maria-Pia;
unige:46224	Further theoretical and practical insight to the do-validated bandwidth selector	Mammen, E; Martinez Miranda, MD; Nielsen, JP; Sperlich, Stefan Andréas;
unige:24193	Generalized Method of Wavelet Moments for Inertial Navigation Filter Design	Stebler, Yannick; Guerrier, Stéphane; Skaloud, Jan; Victoria-Feser, Maria-Pia;
unige:46120	Kernel-based semiparametric multinomial logit modelling of political party preferences	Langrock, R; Heidenreich, NB; Sperlich, Stefan Andréas;
unige:46119	On the Choice of Regularization Parameters in Specification Testing: a critical discussion	Sperlich, Stefan Andréas;
unige:40977	Robust inference in the negative binomial regression model with an application to falls data	Aeberhard, William; Cantoni, Eva; Heritier, Stephane;
unige:42128	TError: towards a better quantification of the uncertainty propagated during the characterization of tephra deposits	Biasse, Sébastien; Bagheri, Gholamhossein; Aeberhard, William; Bonadonna, Costanza;

Reports

unige:75157

Semiparametrically Efficient R-Estimation for Dynamic Location-Scale Models

La Vecchia, Davide; Hallin, Marc;

Technical Reports

unige:35319	Influence functions for penalized M-estimators	Avella Medina, Marco Andrés;
unige:36961	Robust and consistent variable selection for generalized linear and additive models	Avella Medina, Marco Andrés; Ronchetti, Elvezio;

2013

Scientific Articles

unige:27779	Agreement between Spirometers: A Challenge in the Follow-Up of Patients and Populations?	Gerbase, Margaret; Dupuis Lozeron, Elise; Schindler, C; Keidel, D; ... Künzli, N
unige:36599	Bandwidth Selection Methods for Kernel Density Estimation : A Review of Performance	Heidenreich, N. B.; Schindler, Anja; Sperlich, Stefan Andréas;
unige:36598	Comments on: An updated review of Goodness-of-Fit tests for regression models: open questions and suggestions for calibration	Sperlich, Stefan Andréas;
unige:36597	Comments on: Model-free model-fitting and predictive distributions : Applications to Small Area Statistics and Treatment Effect Estimation	Sperlich, Stefan Andréas;
unige:23195	Consumer Behavior Analysis for Luxury Goods - A Technical Note for Empirical Studies	Moral-Arce, I; Sperlich, Stefan Andréas; Rodriguez-Poo, JM;
unige:46121	Continuous Chain Ladder: Reformulating and generalising a classical insurance problem	Martinez Miranda, MD; Nielsen, JP; Sperlich, Stefan Andréas; Verrall, R;
unige:46225	Kernel Smoothers and Bootstrapping for Semiparametric Mixed Effects Models	Gonzalez Manteiga, W; Martinez Miranda, MD; Lombardia-Cortina, MJ; Sperlich, Stefan Andréas;
unige:29959	N-acetylcysteine does not prevent contrast nephropathy in patients with renal impairment undergoing emergency CT: a randomized study	Poletti, Pierre-Alexandre Alois; Platon, Alexandra; De Seigneux Matthey, Sophie; Dupuis Lozeron, Elise; ... Martin, Pierre-Yves
unige:75147	Realizing smiles: Options pricing with realized volatility	Corsi, Fulvio; Fusari, Nicola; La Vecchia, Davide;
unige:29912	Robust Repeat Sales Indexes	Bourassa, Steven C.; Cantoni, Eva; Hoesli, Martin E.;
unige:22607	Robust VIF Regression with Application to Variable Selection in Large Datasets	Dupuis, Debbie J.; Victoria-Feser, Maria-Pia;
unige:46126	Special Issue on Robust Analysis of Complex Data	Croux, Christophe; Ronchetti, Elvezio; Salibian-Barrera, Matias; Van Aelst, Stefan;
unige:29958	Ten-Year Follow-up of Cluster-based Asthma Phenotypes in Adults. A Pooled Analysis of Three Cohorts	Boudier, Anne; Curjuric, Ivan; Basagaña, Xavier; Hazgui, Hana; ... Siroux, Valérie
unige:38161	Wavelet-Variance-Based Estimation for Composite Stochastic Processes	Guerrier, Stéphane; Skaloud, Jan; Stebler, Yannick; Victoria-Feser, Maria-Pia;

Conference Proceedings

unige:30305

An Algorithm for Automatic Inertial Sensors Calibration : Proceedings of the ION GNSS 2013

Guerrier, Stéphane; Molinari, Roberto; Skalud, Jan; Victoria-Feser, Maria-Pia;

Conference Presentations

unige:36602

Economic Theory and Minority Language

Sperlich, Stefan Andréas; Uriarte, José Ramon;

Reports

unige:29034	Limits of the Allan Variance and Optimal Tuning of Wavelet Variance based Estimators	Guerrier, Stéphane; Stebler, Yannick; Skalud, Jan; Victoria-Feser, Maria-Pia;
unige:30307	Robust Estimation of Bivariate Copulas	Guerrier, Stéphane; Orso, Samuel; Victoria-Feser, Maria-Pia;

Doctoral Thesis

unige:27996	Robustness in sample selection models	Zhelonkin, Mikhail;
unige:29628	Two essays in statistics: a prediction divergence criterion for model selection & wavelet variance based estimation of latent time series models	Guerrier, Stéphane;

Masters

unige:33672

Robust Estimation for Bivariate Distribution

Orso, Samuel;

2012

Scientific Articles

unige:23175	A model for dropout assessment of candidates with or without hepatocellular carcinoma on a common liver transplant waiting list	Toso, Christian; Dupuis Lozeron, Elise; Majno, Pietro; Berney, Thierry; ... Combescure, Christophe
unige:23197	A new class of Semi-Mixed effects Models and its Application in Small Area Estimation	Lombardia, MJ; Sperlich, Stefan Andréas;
unige:23048	A Non-Gaussian Spatial Generalized Linear Latent Variable Model	Irincheeva, Irina; Cantoni, Eva; Genton, Marc G.;
unige:79866	Analyse néphélométrique et description sensorielle des tanins : Existe-t-il une relation?	Rébénaque, Pierrick; Rawyler, André; Boldi, Marc-Olivier; Deneulin, Pascale;