Publications

2018

T. Lugrin / A. C. Davison; J. A. Tawn (Dir.) : Semiparametric Bayesian Risk Estimation for Complex Extremes. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8349.

2017

S. Engelke; J. Ivanovs : Robust Bounds In Multivariate Extremes; Annals Of Applied Probability. 2017. DOI : 10.1214/17-Aap1294.
H. Ruffieux; A. C. Davison; J. Hager; I. Irincheeva : Efficient inference for genetic association studies with multiple outcomes; Biostatistics. 2017. DOI : 10.1093/biostatistics/kxx007.
R. Huser; T. Opitz; E. Thibaud : Bridging asymptotic independence and dependence in spatial extremes using Gaussian scale mixtures; Spatial Statistics. 2017. DOI : 10.1016/j.spasta.2017.06.004.
L. R. Belzile; J. G. Nešlehová : Extremal attractors of Liouville copulas; Journal of Multivariate Analysis. 2017. DOI : 10.1016/j.jmva.2017.05.008.
K. Debicki; S. Engelke; E. Hashorva : Generalized Pickands constants and stationary max-stable processes; Extremes. 2017. DOI : 10.1007/s10687-017-0289-1.
L. Roquette : A Functional Framework for Enhanced Ultrasound Imaging ; 2017.
M. Cambou; M. Hofert; C. Lemieux : Quasi-random numbers for copula models; Statistics And Computing. 2017. DOI : 10.1007/s11222-016-9688-4.
L. Frossard / A. C. Davison (Dir.) : Contributions to Modelling Extremes of Spatial Data. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7479.
J. L. Wadsworth; J. A. Tawn; A. C. Davison; D. M. Elton : Modelling across extremal dependence classes; Journal Of The Royal Statistical Society Series B-Statistical Methodology. 2017. DOI : 10.1111/rssb.12157.

2016

L. Roquette : ODE parameter estimation through a runner's model application ; 2016.
E. Thibaud; J. Aalto; D. S. Cooley; A. C. Davison; J. Heikkinen : Bayesian Inference For The Brown-Resnick Process, With An Application To Extreme Low Temperatures; Annals of Applied Statistics. 2016. DOI : 10.1214/16-Aoas980.
T. Lugrin; A. C. Davison; J. A. Tawn : Bayesian uncertainty management in temporal dependence of extremes; Extremes. 2016. DOI : 10.1007/s10687-016-0258-0.
O. Saarela; L. R. Belzile; D. A. Stephens : A Bayesian view of doubly robust causal inference; Biometrika. 2016. DOI : 10.1093/biomet/asw025.
S. Engelke; J. Ivanovs : A Levy-derived process seen from its supremum and max-stable processes; Electronic Journal Of Probability. 2016. DOI : 10.1214/16-Ejp1112.
P. Braunsteins; S. Hautphenne; P. G. Taylor : The roles of coupling and the deviation matrix in determining the value of capacity in M/M/1/C queues; Queueing Systems. 2016. DOI : 10.1007/s11134-016-9480-3.
C. Dombry; S. Engelke; M. Oesting : Exact simulation of max-stable processes; Biometrika. 2016. DOI : 10.1093/biomet/asw008.
S. Hautphenne; G. Latouche : Lyapunov Exponents for Branching Processes in a Random Environment: The Effect of Information; Journal Of Statistical Physics. 2016. DOI : 10.1007/s10955-016-1474-3.
R. Huser; A. C. Davison; M. G. Genton : Likelihood estimators for multivariate extremes; Extremes. 2016. DOI : 10.1007/s10687-015-0230-4.
S. Engelke; Z. Kabluchko : A characterization of the normal distribution using stationary max-stable processes; Extremes. 2016. DOI : 10.1007/s10687-015-0235-z.
T. Lugrin; A. C. Davison; J. A. Tawn : Bayesian Uncertainty Management in Temporal Dependence of Extremes; Extremes -Dordrecht-. 2016.

2015

X. Pedeli; A. C. Davison; K. Fokianos : Likelihood Estimation for the INAR(p) Model by Saddlepoint Approximation; Journal Of The American Statistical Association. 2015. DOI : 10.1080/01621459.2014.983230.
T. Lugrin : Objective Bayesian Model Selection. 2015.
S. Engelke; Z. Kabluchko : Max-stable processes and stationary systems of Levy particles; Stochastic Processes And Their Applications. 2015. DOI : 10.1016/j.spa.2015.07.001.
V. Partovi Nia; A. C. Davison : A simple model-based approach to variable selection in classification and clustering; Canadian Journal Of Statistics-Revue Canadienne De Statistique. 2015. DOI : 10.1002/cjs.11241.
A. C. Davison; R. Huser : Statistics of Extremes; Annual Review Of Statistics And Its Application, Vol. 2; Palo Alto: Annual Reviews, 2015. p. 203-235.
B. Das; S. Engelke; E. K. Hashorva : Extremal behavior of squared Bessel processes attracted by the Brown-Resnick process; Stochastic Processes And Their Applications. 2015. DOI : 10.1016/j.spa.2014.09.006.
A. Leboucq; A. C. Davison; D. Goldstein : Meta-analysis of incomplete microarray studies; Biostatistics. 2015. DOI : 10.1093/biostatistics/kxv014.

2014

T. Lugrin : Additive Smooth Modelling with Splines. 2014.
T. Lugrin : Heavy-tail Phenomena: Spatio-temporal Extremal Dependence. 2014.
E. Thibaud; B. Petitpierre; O. Broennimann; A. C. Davison; A. Guisan : Measuring the relative effect of factors affecting species distribution model predictions; Methods In Ecology And Evolution. 2014. DOI : 10.1111/2041-210X.12203.
E. Thibaud / A. C. Davison (Dir.) : Contributions to Spatial Statistics. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6426.
A. Leboucq / A. C. Davison; D. Goldstein (Dir.) : Meta-analysis of Incomplete Microarray Studies. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6371.
M. De Carvalho; A. C. Davison : Spectral Density Ratio Models for Multivariate Extremes; Journal Of The American Statistical Association. 2014. DOI : 10.1080/01621459.2013.872651.
A. C. Davison; D. A. S. Fraser; N. Reid; N. Sartori : Accurate Directional Inference for Vector Parameters in Linear Exponential Families; Journal Of The American Statistical Association. 2014. DOI : 10.1080/01621459.2013.839451.
J. L. Wadsworth; J. A. Tawn : Efficient inference for spatial extreme value processes associated to log-Gaussian random functions; Biometrika. 2014. DOI : 10.1093/biomet/ast042.
R. Huser; A. C. Davison : Space-time modelling of extreme events; Journal Of The Royal Statistical Society Series B-Statistical Methodology. 2014. DOI : 10.1111/rssb.12035.

2013

T. Lugrin : Bayesian Semiparametrics for Modelling the Clustering of Extreme Values ; 2013.
J. L. Wadsworth; J. A. Tawn : A new representation for multivariate tail probabilities; Bernoulli. 2013. DOI : 10.3150/12-Bej471.
E. Anderes; R. Huser; D. Nychka; M. Coram : Nonstationary Positive Definite Tapering On The Plane; Journal Of Computational And Graphical Statistics. 2013. DOI : 10.1080/10618600.2012.729982.
E. Thibaud; R. Mutzner; A. C. Davison : Threshold modeling of extreme spatial rainfall; Water Resources Research. 2013. DOI : 10.1002/wrcr.20329.
G. Panthou; T. Vischel; T. Lebel; G. Quantin; A.-C. F. Pugin et al. : From pointwise testing to a regional vision: An integrated statistical approach to detect nonstationarity in extreme daily rainfall. Application to the Sahelian region; Journal Of Geophysical Research-Atmospheres. 2013. DOI : 10.1002/jgrd.50340.
A. C. Davison; R. Huser; E. Thibaud : Geostatistics of Dependent and Asymptotically Independent Extremes; Mathematical Geosciences. 2013. DOI : 10.1007/s11004-013-9469-y.
R. Huser / A. C. Davison (Dir.) : Statistical Modeling and Inference for Spatio-Temporal Extremes. Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5946.
R. Huser; A. C. Davison : Composite likelihood estimation for the Brown--Resnick process; Biometrika. 2013. DOI : 10.1093/biomet/ass089.
P. C. Rodrigues; M. De Carvalho : Spectral modeling of time series with missing data; Applied Mathematical Modelling. 2013. DOI : 10.1016/j.apm.2012.09.040.
H. E. Rieder; L. Frossard; M. Ribatet; J. Staehelin; J. A. Maeder et al. : On the relationship between total ozone and atmospheric dynamics and chemistry at mid-latitudes - Part 2: The effects of the El Nino/Southern Oscillation, volcanic eruptions and contributions of atmospheric dynamics and chemistry to long-term total ozone changes; Atmospheric Chemistry And Physics. 2013. DOI : 10.5194/acp-13-165-2013.
L. Frossard; H. E. Rieder; M. Ribatet; J. Staehelin; J. A. Maeder et al. : On the relationship between total ozone and atmospheric dynamics and chemistry at mid-latitudes - Part 1: Statistical models and spatial fingerprints of atmospheric dynamics and chemistry; Atmospheric Chemistry And Physics. 2013. DOI : 10.5194/acp-13-147-2013.
M. de Carvalho; B. Oumow; J. J. Segers; M. Warchoł : A Euclidean Likelihood Estimator for Bivariate Tail Dependence; Communications in Statistics – Theory and Methods. 2013. DOI : 10.1080/03610926.2012.709905.

2012

N. Dawes; M. Lehning; M. Bavay; S. Sofiane; I. Iosifescu et al. : Open Support Platform for Environmental Research (OSPER)-tools for the discovery and exploitation of environmental data. 2012. AGU Fall Meeting.
F. Jacob; D. Goldstein; T. Pochechueva; B. W. C. Tse; N. V. Bovin et al. : Anti-glycan antibodies in epithelial ovarian cancer. 2012. p. S29-S29.
G. Panthou; T. Vischel; T. Lebel; J. Blanchet; G. Quantin et al. : Extreme rainfall in West Africa: A regional modeling; Water Resources Research. 2012. DOI : 10.1029/2012Wr012052.
A. C. Davison : Extremes: spatial parametric modeling; Encyclopedia of Environmetrics Second Edition; Chichester, UK: John Wiley, 2012. p. 984-990.
V. Chavez-Demoulin; A. C. Davison : Modelling Time Series Extremes; Revstat-Statistical Journal. 2012.
M. de Carvalho; A. Ramos : Bivariate Extreme Statistics, Ii; Revstat-Statistical Journal. 2012.
A. C. Davison; S. A. Padoan; M. Ribatet : Statistical Modeling of Spatial Extremes; Statistical Science. 2012. DOI : 10.1214/11-STS376.
M. de Carvalho; P. Julio : Digging out the PPP hypothesis: an integrated empirical coverage; Empirical Economics. 2012. DOI : 10.1007/s00181-010-0441-0.
V. P. Nia; A. C. Davison : High-Dimensional Bayesian Clustering with Variable Selection: The R Package bclus; Journal Of Statistical Software. 2012.
M. Sueveges; A. C. Davison : A case study of a "Dragon-King": The 1999 Venezuelan catastrophe; European Physical Journal-Special Topics. 2012. DOI : 10.1140/epjst/e2012-01566-6.
C. Berclaz; J. Goulley; M. Villiger; A. Bouwens; E. Martin-williams et al. : Diabetes imaging — quantitative assessment of islets of Langerhans distribution in murine pancreas using extended-focus optical coherence microscopy; Biomedical Optics Express. 2012. DOI : 10.1364/BOE.3.001365.
M. de Carvalho; M. Fonseca; M. Oliveira; J. T. Mexia : A dimension reduction technique for estimation in linear mixed models. 2012. Conference of the LinStat, Tomar, PORTUGAL, Jul 27-31, 2010. p. 219-226. DOI : 10.1080/00949655.2011.604032.
J. Blanchet; A. C. Davison : Statistical modelling of ground temperature in mountain permafrost; Proceedings Of The Royal Society A-Mathematical Physical And Engineering Sciences. 2012. DOI : 10.1098/rspa.2011.0615.
M. de Carvalho; P. C. Rodrigues; A. Rua : Tracking the US business cycle with a singular spectrum analysis; Economics Letters. 2012. DOI : 10.1016/j.econlet.2011.09.007.
N. Dawes; M. Bavay; T. Egger; S. Sarni; A. Salehi et al. : From sensor networks to connected analysis tools. 2012. European Geosciences Union General Assembly 2012, Vienna, Austria, April 22-27, 2012.
F. Jacob; D. R. Goldstein; N. V. Bovin; T. Pochechueva; M. Spengler et al. : Serum antiglycan antibody detection of nonmucinous ovarian cancers by using a printed glycan array; International Journal Of Cancer. 2012. DOI : 10.1002/ijc.26002.
M. de Carvalho : A generalization of the Solis-Wets method; Journal Of Statistical Planning And Inference. 2012. DOI : 10.1016/j.jspi.2011.08.016.
M. Ribatet; D. Cooley; A. C. Davison : Bayesian inference from composite likelihoods, with an application to spatial extremes; Statistica Sinica. 2012. DOI : 10.5705/ss.2009.248.
A. C. Davison; M. M. Gholamrezaee : Geostatistics of extremes; Proceedings of the Royal Society of London Series A: Mathematical and Physical Sciences. 2012. DOI : 10.1098/rspa.2011.0412.
E. Zenklusen Mutter / A. C. Davison; M. Phillips (Dir.) : Statistical Analysis of Mountain Permafrost Temperatures. Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5270.

2011

T. Pochechueva; F. Jacob; D. R. Goldstein; M. E. Huflejt; A. Chinarev et al. : Comparison of printed glycan array, suspension array and ELISA in the detection of human anti-glycan antibodies; Glycoconjugate Journal. 2011. DOI : 10.1007/s10719-011-9349-y.
A. C. Davison : Discussion of the papers by Dankers and Feyen, Cooley, and Keef. 2011. International Statistical Institute, Dublin, Ireland, August 21-26, 2011.
C. Marty; J. Blanchet : Long-term changes in annual maximum snow depth and snowfall in Switzerland based on extreme value statistics; Climatic Change. 2011. DOI : 10.1007/s10584-011-0159-9.
M. Vignes; J. Blanchet; D. Leroux; F. Forbes : SpaCEM(3): a software for biological module detection when data is incomplete, high dimensional and dependent; Bioinformatics. 2011. DOI : 10.1093/bioinformatics/btr034.
J. Ferrez; A. C. Davison; M. Rebetez : Extreme temperature analysis under forest cover compared to an open field; Agricultural And Forest Meteorology. 2011. DOI : 10.1016/j.agrformet.2011.03.005.
F. Jacob; M. Meier; R. Caduff; D. Goldstein; T. Pochechueva et al. : No benefit from combining HE4 and CA125 as ovarian tumor markers in a clinical setting; Gynecologic Oncology. 2011. DOI : 10.1016/j.ygyno.2011.02.022.
V. Chavez-Demoulin; A. C. Davison; L. Frossard : Discussion of `Threshold modelling of spatially dependent non-stationary extremes with application to hurricane-induced wave heights' by P. J. Northrop and P. Jonathan; Environmetrics. 2011. DOI : 10.1002/env.1125.
J. Blanchet; A. C. Davison : Spatial modelling of extreme snow depth; Annals of Applied Statistics. 2011. DOI : 10.1214/11-AOAS464.
Y. Ruffieux; A. C. Davison : Hierarchical wavelet modelling of environmental sensor data; Brazilian Journal of Probability and Statistics. 2011. DOI : 10.1214/11-BJPS154.
A. C. Davison; I. Ricard : Comparison of Models for Olfactometer Data; Journal of Agricultural, Biological, and Environmental Statistics. 2011. DOI : 10.1007/s13253-010-0042-6.
M. Lovric; A. C. Davison : Statistics of extremes; International Encyclopedia of Statistical Science; new York: Springer, 2011. p. 1484--1487.

2010

V. Chavez-Demoulin; P. Embrechts : Revisiting the Edge, Ten Years On; Communications In Statistics-Theory And Methods. 2010. DOI : 10.1080/03610920902822670.
L. Shi; G. Campbell; W. D. Jones; F. Campagne; Z. Wen et al. : The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models; Nature Biotechnology. 2010. DOI : 10.1038/nbt.1665.
H. E. Rieder; J. Staehelin; P. Weihs; L. Vuilleumier; J. A. Maeder et al. : Relationship between high daily erythemal UV doses, total ozone, surface albedo and cloudiness: An analysis of 30 years of data from Switzerland and Austria; Atmospheric Research. 2010. DOI : 10.1016/j.atmosres.2010.03.006.
L. Shi; G. Campbell; W. D. Jones; F. Campagne; Z. Wen et al. : The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models; Pharmacogenomics Journal. 2010. DOI : 10.1038/nbt.1665.
J. Blanchet; M. Lehning : Mapping snow depth return levels: smooth spatial modeling versus station interpolation; Hydrology and Earth System Sciences. 2010. DOI : 10.5194/hess-14-2527-2010.
H. E. Rieder; J. Staehelin; J. A. Maeder; T. Peter; M. Ribatet et al. : Extreme events in total ozone over Arosa---Part 2: Fingerprints of atmospheric dynamics and chemistry and effects on mean values and long-term changes; Atmospheric Chemistry and Physics. 2010. DOI : 10.5194/acp-10-10033-2010.
H. E. Rieder; J. Staehelin; J. A. Maeder; T. Peter; M. Ribatet et al. : Extreme events in total ozone over Arosa---Part 1: Application of extreme value theory; Atmospheric Chemistry and Physics. 2010. DOI : 10.5194/acp-10-10021-2010.
P. J. Green; K. V. Mardia; V. B. Nyirongo; Y. Ruffieux : Bayesian modelling for matching and alignment of biomolecules; The Oxford Handbook of Applied Bayesian Analysis; Oxford: Oxford University Press, 2010. p. 27-50.
S. A. Padoan; M. Ribatet; S. A. Sisson : Likelihood-Based Inference for Max-Stable Processes; Journal of the American Statistical Association. 2010. DOI : 10.1198/jasa.2009.tm08577.
A. Costa; I. Ricard; A. C. Davison; T. C. J. Turlings : Effects of Rewarding and Unrewarding Experiences on the Response to Host-induced Plant Odors of the Generalist Parasitoid Cotesia marginiventris (Hymenoptera: Braconidae); Journal of Insect Behavior. 2010. DOI : 10.1007/s10905-010-9215-y.
M. M. Gholam Rezaee / A. C. Davison (Dir.) : Geostatistics of Extremes. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4844.
C. Lozada-Can; A. C. Davison : Three Examples of Accurate Likelihood Inference; American Statistician. 2010. DOI : 10.1198/tast.2010.09004.
M. Süveges; A. C. Davison : Model misspecification in peaks over threshold analysis; The Annals of Applied Statistics. 2010. DOI : 10.1214/09-AOAS292.
A. Faes; H. L. Frandsen; A. Kaiser; D. R. Goldstein; M. Pihlatie : Curvature and Strength of Ni-YSZ Solid Oxide Half-cells after RedOx Treatments; Journal of Fuel Cells Science and Technology. 2010. DOI : 10.1115/1.4001019.

2009

B. Iooss; M. Ribatet : Global sensitivity analysis of computer models with functional inputs. 2009. 5th International Conference on Sensitivity Analysis of Model Output (SAMO 2007), Budapest, HUNGARY, Jun 18-22, 2007. p. 1194-1204. DOI : 10.1016/j.ress.2008.09.010.
J. Copas; C. Lozada-Can : The radial plot in meta-analysis: approximations and applications; Journal Of The Royal Statistical Society Series C-Applied Statistics. 2009. DOI : 10.1111/j.1467-9876.2008.00650.x.
F. Jacob; D. R. Goldstein; D. Fink; V. Heinzelmann-Schwarz : Proteogenomic studies in epithelial ovarian cancer: established knowledge and future needs; Biomarkers In Medicine. 2009. DOI : 10.2217/BMM.09.48.
M.-O. Boldi : A note on the representation of parametric models for multivariate extremes; Extremes. 2009. DOI : 10.1007/s10687-008-0076-0.
V. Partovi Nia / A. C. Davison (Dir.) : Fast high-dimensional Bayesian classification and clustering. Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4482.
T. Clerc; A. C. Davison; L.-F. Bersier : Stochastic modelling of prey depletion processes; Journal of Theoretical Biology. 2009. DOI : 10.1016/j.jtbi.2009.04.017.
A. C. Davison; D. Mastropietro : Saddlepoint approximation for mixture models; Biometrika. 2009. DOI : 10.1093/biomet/asp022.
M. Süveges / A. C. Davison (Dir.) : Statistical analysis of clusters of extreme events. Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4312.
Y. Ruffieux; P. J. Green : Alignment of Multiple Configurations Using Hierarchical Models; Journal of Computational and Graphical Statistics. 2009. DOI : 10.1198/jcgs.2009.07048.

2008

C. Ancey; A. C. Davison; T. B. Böhm; M. Jodeau; P. FREY : Entrainment and motion of coarse particles in a shallow water stream down a steep slope; Journal of Fluid Mechanics. 2008. DOI : 10.1017/S0022112007008774.
C. Andrieu; J. Thoms : A tutorial on adaptive MCMC; Statistics And Computing. 2008. DOI : 10.1007/s11222-008-9110-y.
D. R. Goldstein : Quality Assessment for Short Oligonucleotide Microarray Data: Comment; Technometrics. 2008. DOI : 10.1198/004017008000000370.
A. R. Brazzale; A. C. Davison : Accurate parametric inference for small samples; Statistical Science. 2008. DOI : 10.1214/08-STS273.
A. C. Davison; N. Sartori : The Banff challenge: Statistical detection of a noisy signal; Statistical Science. 2008. DOI : 10.1214/08-STS260.
A. Parchami; M. Mashinchi; V. Partovi Nia : A Consistent Confidence Interval for Fuzzy Capability Index; Applied and Computational Mathematics. 2008.
I. Ricard / A. C. Davison (Dir.) : Statistical methods for insect choice experiments. Lausanne, EPFL, 2008. DOI : 10.5075/epfl-thesis-4020.

2007

A. C. Davison : Some challenges for statistics; Statistical Methods and Applications. 2007. DOI : 10.1007/s10260-007-0079-z.
A. Verdon; N. Margraf; A. C. Davison; M. Rahier; R. E. Naisbit : Conserved oviposition preferences in alpine leaf beetle populations despite host shifts and isolation; Ecological Entomology. 2007. DOI : 10.1111/j.1365-2311.2006.00842.x.
M.-O. Boldi; A. C. Davison : A mixture model for multivariate extremes; Journal of the Royal Statistical Society, series B. 2007. DOI : 10.1111/j.1467-9868.2007.00585.x.
T. Fabbro; A. C. Davison; T. Steinger : Reliable confidence intervals in quantitative genetics: Narrow-sense heritability; Theoretical and Applied Genetics. 2007. DOI : 10.1007/s00122-007-0619-9.
A. Chaudhary; V. Partovi Nia; A. C. Davison : Some Basic Functions for Tree Representations of Bayesian Markov Chain Monte Carlo Clustering. 2007.
Y. Ruffieux; A. C. Davison : Hierarchical wavelet modelling of environmental sensor data. 2007.
G. Messerli; V. Partovi Nia; M. Trevisan; A. Kolbe; N. Schauer et al. : Rapid Classification of Phenotypic Mutants of Arabidopsis via Metabolite Fingerprinting; Plant Physiology. 2007. DOI : 10.1104/pp.106.090795.
M. Suveges : Likelihood estimation of the extremal index ; Extreme-Value Analysis , Bern, Switzerland, 23-27 July 2007.
M. Suveges : Likelihood estimation of the extremal index ; Statistics of Extremes and Environmental Risk, Lisbon, Portugal, 14-18 February 2007.
M. Süveges : Likelihood estimation of the extremal index; Extremes. 2007.
A. Chaudhary : An Intorduction to the Interface Between C and R. 2007.
A. R. Brazzale; A. C. Davison; N. Reid : Applied Asymptotics: Case Studies in Small-Sample Statistics ; Cambridge: Cambridge University Press.
A. C. Davison; S. Sardy : Resamping variance estimation in surveys with missing data; Journal of Offical Statistics. 2007.
I. Ricard; A. C. Davison : Statistical inference for olfactometer data; Applied Statistics. 2007. DOI : 10.1111/j.1467-9876.2007.00588.x.

2006

M. Suveges; A. C. Davison : Clustering of extreme temperatures from 1772 to 2004 ; Global Change Day 2006, Bern, Switzerland, 20 April 2006.
L. Samartzis : Survival and Censored Data. 2006.
A. C. Davison; S. Sardy : Méthodes de rééchantillonnage pour l'estimation de variance; Journal de la Société Française de Statistique. 2006.
A. J. Canty; A. C. Davison; D. V. Hinkley; V. Ventura : Bootstrap diagnostics and remedies; Canadian Journal of Statistics. 2006.
A.-F. Bourquin; M. Süveges; M. Pertin; N. Gilliard; S. Sardy et al. : Assessment and analysis of mechanical allodynia-like behaviour induced by spared nerve injury (SNI) in the mouse; Pain. 2006. DOI : 10.1016/j.pain.2005.10.036.
C. Tamò; I. Ricard; M. Held; A. C. Davison; T. C. J. Turlings : A comparison of naive and conditioned responses of three generalist endoparasitoids of lepidopteran larvae to host-induced plant odours; Animal Biology. 2006.
M.-A. Moravie; A. C. Davison; D. Pasquier; P.-J. Charmillot : Bayesian forecasting of grape moth emergence; Ecological Modelling. 2006.
D. Bhowmick; A. C. Davison; D. R. Goldstein; Y. Ruffieux : A Laplace mixture model for the identification of differential expression in microarrays; Biostatistics. 2006. DOI : 10.1093/biostatistics/kxj032.
A. C. Davison; D. A. S. Fraser; N. Reid : Improved likelihood inference for discrete data; Journal of the Royal Statistical Society series B. 2006. DOI : 10.1111/j.1467-9868.2006.00548.x.
C. Osinski / A. C. Davison (Dir.) : Bayesian risk analysis of financial time series. Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3470.

2005

P. Farmer; H. Bonnefoi; V. Becette; M. Tubiana-Hulin; P. Fumoleau et al. : Identification of molecular apocrine breast tumours by microarray analysis; Oncogene. 2005. DOI : 10.1038/sj.onc.1208561.
D. Kuonen : Saddlepoint approximations to studentized bootstrap distributions based on M-estimates; Computational Statistics. 2005.
D. Kuonen : Studentized bootstrap confidence intervals based on M-estimates; Journal of Applied Statistics. 2005. DOI : 10.1080/02664760500079340.
M.-P. Victoria-Feser; S. Sardy : Generalized monotone additive latent variable models. 2005.
D. R. Goldstein; M. Delorenzi; R. Luthi-Carter; T. Sengstag : Comparison of Meta-analysis to Combined Analysis of a Replicated Microarray Study; Meta-analysis and Combining Information in Genetics; Chapman&Hall/CRC, 2005. p. to appear.
A. Biedermann; F. Taroni; O. Delemont; C. Semadeni; A. C. Davison : The evaluation of evidence in the forensic investigation of fire incidents (Part II): Practical examples of the use of Bayesian networks; Forensic Science International. 2005.
A. Biedermann; F. Taroni; O. Delemont; C. Semadeni; A. C. Davison : The evaluation of evidence in the forensic investigation of fire incidents (Part I): An approach using Bayesian networks; Forensic Science International. 2005.
J. Antonov; D. R. Goldstein; A. Oberli; A. Baltzer; M. Pirotta et al. : Gene Expression Measurements by Quantitative Real-time PCR Depends on Short Amplicons and a Proper Normalization; Laboratory Investigation. 2005. DOI : 10.1038/labinvest.3700303.
A. C. Davison; Y. Dodge; N. Wermuth : Celebrating Statistics: Papers in Honour of Sir David Cox on the Occasion of his 80th Birthday ; Oxford, UK: Oxford University Press.
A. J. Canty; A. C. Davison : Bootstrap methods; Encyclopedia of Statistics in the Behavioural Sciences; Wiley, 2005. p. 169-176.
V. Chavez-Demoulin; A. C. Davison; A. J. McNeil : A point process approach to value-at-risk estimation; Quantitative Finance. 2005. DOI : 10.1080/14697680500039613.
V. Chavez-Demoulin; A. C. Davison : Generalized additive models for sample extremes; Applied Statistics. 2005.

2004

D. Kuonen : Numerical integration is an art, not a science; Bulletin of the International Society for Bayesian Analysis. 2004.
A. Davison; S. Sardy : Resampling-based variance estimation in DACSEIS with application to the Swiss Household Budget Survey. 2004.
T. C. J. Turlings; C. Tamo; A. C. Davison : A six-arm olfactometer permitting simultaneous observation of insect attraction and odour trapping; Physiological Entomology. 2004. DOI : 10.1111/j.1365-3032.2004.0362.x.
S. Sardy; P. Tseng : AMlet, RAMlet and GAMlet: Automatic nonlinear fitting of additive models, robust and generalized with wavelets; Journal of Computational and Graphical Statistics. 2004.
S. Sardy; P. Tseng : On the statistical analysis of smoothing by maximizing dirty Markov random field posterior distributions; Journal of the American Statistical Association. 2004.
D. M. Newbery; X. M. van der Burgt; M.-A. Moravie : Structure and inferred dynamics of a large grove of Microberlinia bisulcata trees in central African rain forest: the possible role of periods of multiple disturbance events; Journal of Tropical Ecology. 2004.
D. R. Goldstein; M. Delorenzi : Unraveling Lipid Metabolism with Micorarrays; Statistical Design and Data Analysis for Microarray Experiments; Dekker, 2004.
C. Semadeni; A. C. Davison; D. V. Hinkley : Posterior probability intervals in Bayesian wavelet estimation; Biometrika. 2004. DOI : 10.1093/biomet/91.2.497.
A. C. Davison; F. Dorsaz : Order statistics; Encyclopedia of Biostatistics; Wiley, 2004. p. online edition.
A. C. Davison : Normal Scores; Encyclopedia of Biostatistics; Wiley, 2004. p. online edition.
A. C. Davison : Extreme values; Encyclopedia of Biostatistics; Wiley, 2004. p. online edition.
S. Sardy; A. Antoniadis; P. Tseng : Automatic smoothing with wavelets for a wide class of distributions; Journal of Computational and Graphical Statistics. 2004.
M.-O. Boldi / A. C. Davison (Dir.) : Mixture models for multivariate extremes. Lausanne, EPFL, 2004. DOI : 10.5075/epfl-thesis-3098.

2003

L. Schaub; S. Sardy; G. Capkun : Natural variation in baseline data: when do we call a new sample ‘resistant’?. 2003.
A. C. Davison; S. Sardy : Resampling-based variance estimation in DACSEIS; Bulletin of the International Statistical Institute: Data quality in complex surveys, Berlin. 2003.
A. C. Davison; C. Semadeni : Discussion of Wakefield, J. (2004) Ecological inference for 2x2 tables; Journal of the Royal Statistical Society series A. 2003.
A. C. Davison : Discussion of Kong, A., McCullagh, P., Nicolae, D., Tan, Z., and Meng, X.-L. (2003) A theory of statistical models for Monte Carlo integration; Journal of the Royal Statistical Society series B. 2003.
M.-O. Boldi; A. C. Davison : Discussion of Heffernan, J. and Tawn, J. A. (2004) A conditional approach for multivariate extreme values; Journal of the Royal Statistical Society series B. 2003.
O. C. Ukoumunne; A. C. Davison; M. C. Gulliford; S. Chinn : Non-parametric bootstrap confidence intervals for the intraclass correlation coefficient; Statistics in Medicine. 2003. DOI : 10.1002/sim.1643.
M.-A. Moravie; A. Robert : Topographic variation and stand heterogeneity in a wet evergreen forest of India; Journal of Tropical Ecology. 2003.
M.-A. Moravie; A. Robert : A model to assess relationships between forest dynamics and spatial structure; Journal of Vegetation Science. 2003.
D. Kuonen : Numerical integration in S-PLUS or R: a survey; Journal of Statistical Software. 2003.
S. Dudoit; D. R. Goldstein : Extensions to a score test for genetic linkage with identity by descent data; Science and Statistics: A Festschrift for Terry Speed, Institute of Mathematical Statistics, Lecture Notes --- Monograph Series; 2003. p. 307-319.
B. A. Berman; G. C. Wong; R. Bastani; T. Hoang; C. Jones et al. : Household smoking behavior and ETS exposure among children with asthma in low-income, minority households; Addictive Behaviors. 2003. DOI : 10.1016/S0306-4603(01)00221-0.
D. R. Goldstein : Science and Statistics: A Festschrift for Terry Speed; A brief introduction to genetics; Institute of Mathematical Statistics, Lecture Notes - Monograph Series, 2003. p. 231-236.
D. R. Cox; D. Commenges; A. C. Davison; P. J. Solomon; S. R. Wilson : The Oxford Dictionary of Statistical Terms; The Oxford Dictionary of Statistical Terms; Oxford University Press, 2003.
A. C. Davison; D. V. Hinkley; G. A. Young : Recent developments in bootstrap methodology; Statistical Science. 2003.
A. C. Davison : Statistical Models ; Cambridge: Cambridge University Press.
C. Candolo; A. C. Davison; C. G. B. Demétrio : A note on model uncertainty in linear regression; The Statistician. 2003.

2002

R. C. Dalang; C. Osinski; W. Marty : Performance of quantitative versus passive investing: a comparison in global markets; The Journal of Performance Measurement. 2002.
D. R. Goldstein : Discussion of K. W. Broman and T. P. Speed (2002) A model selection approach for the identification of quantitative trait loci in experimental crosses and G. Parmigiani, E. S. Garrett, R. Anbazhagan, and E. Gabrielson (2002) A statistical framework for expression-based molecular classification in cancer; Journal of the Royal Statistical Society series B. 2002.
A. C. Davison; D. Kuonen : An introduction to the bootstrap with applications in R; Statistical Computing and Graphics Newsletter. 2002.
S. Sardy; C. Bilat; P. Tseng; V. Chavez-Demoulin : Statistical Data Analysis Based on the L1-Norm and Related Methods; A comparison between $L_1$ Markov random field-based and wavelet-based estimators; Birkhäuser, 2002. p. 395-403.
N. Chèvre; K. Becker-van Slooten; J. Tarradellas; A. R. Brazzale; R. Behra et al. : Effects of dinoseb on the entire life-cycle of Daphnia magna. Part II: Modelling of survival and proposal of an alternative to No-Observed-Effect-Concentration (NOEC); Environmental Toxicology and Chemistry. 2002.
B. Caffo; J. G. Booth; A. C. Davison : Empirical supremum rejection sampling; Biometrika. 2002. DOI : 10.1093/biomet/89.4.745.
N. I. Ramesh; A. C. Davison : Local models for exploratory analysis of hydrological extremes; Journal of Hydrology. 2002.
A. C. Davison; S. Wang : Saddlepoint approximations as smoothers; Biometrika. 2002. DOI : 10.1093/biomet/89.4.933.
L. Schaub; S. Sardy; G. Capkun : Natural variation in baseline data: when do we call a new sample "resistant"?; Pest Management Science. 2002. DOI : 10.1002/ps.561.

2001

D. Kuonen; V. Chavez-Demoulin : R - un exemple du succès des modèles libres; Flash Informatique. 2001.
R. Furrer; D. Kuonen : Data mining avec R dans un monde libre; Flash Informatique Spécial Été. 2001.
R. Furrer; D. Kuonen : GRASS GIS et R : main dans la main dans un monde libre; Flash Informatique Spécial Été. 2001.
S. Sardy; P. Tseng; A. Bruce : Robust wavelet denoising; IEEE Transactions on Signal Processing. 2001. DOI : 10.1109/78.923297.
C. M. Greenwood; A. Bureau; J. C. Loredo-Osti; N. M. Roslin; M. J. Crumley et al. : Identity-by-descent sharing using Markov chain Monte Carlo in subsets of the asthma Hutterite pedigree; Genetic Epidemiology. 2001.
D. R. Goldstein; S. Dudoit; T. P. Speed : Power and robustness of a score test for linkage analysis of quantitative traits using identity by descent data on sib pairs; Genetic Epidemiology. 2001. DOI : 10.1002/gepi.1011.
D. R. Goldstein; D. Ghosh; E. M. Conlon : Statistical issues in the clustering of gene expression data; Statistica Sinica. 2001.
A. Giovannetti; M. Pierdominici; F. Mazzetta; S. Salemi; M. Marziali et al. : T cell responses to highly active antiretroviral therapy defined by chemokine receptors expression, cytokine production, T cell receptor repertoire and anti-HIV T-lymphocyte activity; Clinical and Experimental Immunology. 2001. DOI : 10.1046/j.1365-2249.2001.01502.x.
A. Giovannetti; F. Mazzetta; R. Coviello; A. M. Casadei; S. Mattia et al. : T-cell immune activation in children with vertically transmitted hepatitis C virus infection; Viral Immunology. 2001.
C. Glenz; A. Massolo; D. Kuonen; R. Schlaepfer : A wolf habitat suitability prediction study in Valais (Switzerland); Landscape and Urban Planning. 2001. DOI : 10.1016/S0169-2046(01)00119-0.
R. Bellio; A. Brazzale : A computer algebra package for approximate conditional inference; Statistics and Computing. 2001. DOI : 10.1023/A:1026501714434.
A. C. Davison : Biometrika centenary: Theory and general methodology; Biometrika. 2001. DOI : 10.1093/biomet/88.1.13.
A. C. Davison : Regression diagnostics; Encyclopedia of Environmetrics; Wiley, 2001. p. 1728-1733.
G. Capkun; A. C. Davison; A. Musy : A Robust Rainfall-Runoff Transfer Model; Water Resources Research. 2001. DOI : 10.1029/2001WR000295.
D. Kuonen / A. C. Davison (Dir.) : Computer-intensive statistical methods. Lausanne, EPFL, 2001. DOI : 10.5075/epfl-thesis-2449.

2000

D. Kuonen : Intervalles de confiance bootstrap studentisésbasés sur des M-estimateurs robustes utilisant des approximationsde point de selle. 2000. p. 501-502.
A. Giovannetti; M. Pierdominici; F. Mazzetta; S. Salemi; M. Marziali et al. : Contemporary evaluation of T cell subsets, chemokine receptors expression, cytokine production, anti-HIV cytotoxic activity and TCR V-beta repertoire in HIV-1-infected individuals during HAART. 2000.
A. Giovannetti; M. Pierdominici; F. Mazzetta; S. Salemi; M. Marziali et al. : T cell responses to highly active antiretroviral therapy defined by chemokine receptors expression, cytokine production, T cell receptor repertoire and anti-HIV T-lymphocyte activity. 2000.
A. Giovannetti; D. Kuonen; F. Mazzetta; F. Iebba; E. A. Lusi et al. : Improvement of CD4, but not CD8, TCR BV repertoire after HAART. 2000.
A. J. Canty; A. C. Davison : Contribution to the discussion of `The estimating function bootstrap' by F. Hu and J. D. Kalbfleisch; Canadian Journal of Statistics. 2000.
S. Sardy : Minimax threshold for denoising complex signals with Waveshrink; IEEE Transactions on Signal Processing. 2000. DOI : 10.1109/78.827536.
L. B. Henderson; J. S. Adams; D. R. Goldstein; G. D. Braunstein; J. I. Rotter et al. : A familial risk profile for osteoporosis; Genetics in Medicine. 2000.
D. R. Goldstein; S. Dudoit; T. P. Speed : Power of a score test for quantitative trait linkage analysis of relative pairs; Genetic Epidemiology. 2000. DOI : 10.1002/1098-2272(2000)19:1+<::AID-GEPI13>3.0.CO;2-7.
A. Giovannetti; M. Pierdominici; F. Mazzetta; M. M. S. Salemi; D. Kuonen et al. : Contemporary evaluation of T cell subsets, chemokine receptors expression, cytokine production, anti-HIV cytotoxic activity and TCR V-beta repertoire in HIV-1-infected individuals during HAART; Minerva Biotecnologica. 2000.
S. Sardy; A. G. Bruce; P. Tseng : Block coordinate relaxation methods for nonparametric wavelet denoising; Journal of Computational and Graphical Statistics. 2000.
D. Kuonen; A. S. A. Röhrl : Was France's World Cup win pure chance?; Student. 2000.
A. C. Davison; F. Louzada-Neto : Inference for the poly-Weibull model; The Statistician. 2000.
D. Kuonen : A saddlepoint approximation for the collector's problem; The American Statistician. 2000.
A. C. Davison; N. I. Ramesh : Local likelihood smoothing of sample extremes; Journal of the Royal Statistical Society series B. 2000.
D. B. Percival; S. Sardy; A. C. Davison : Wavestrapping time series: Adaptive wavelet-based bootstrapping; Nonlinear and Nonstationary Signal Processing; Cambridge University Press, 2000. p. 442-471.
A. Röhrl / A. C. Davison (Dir.) : Parallel processing in statistical computation. Lausanne, EPFL, 2000. DOI : 10.5075/epfl-thesis-2273.
A. R. Brazzale / A. C. Davison (Dir.) : Practical small-sample parametric inference. Lausanne, EPFL, 2000. DOI : 10.5075/epfl-thesis-2230.

1999

S. Sardy; A. G. Bruce; P. Tseng : Wavelet de-noising for unequally spaced data; Statistics and Computing. 1999. DOI : 10.1023/A:1008818328241.
A. J. Canty; A. C. Davison : Resampling-based variance estimation for labour force surveys; The Statistician. 1999.
D. Kuonen : Saddlepoint approximations for distributions of quadratic forms in normal variables; Biometrika. 1999. DOI : 10.1093/biomet/86.4.929.
A. C. Davison; H. Friedl; A. Berghold; G. Kauermann : The bootstrap: A tutorial. 1999. p. 10-18.
V. Chavez / A. C. Davison (Dir.) : Two problems in environmental statistics. Lausanne, EPFL, 1999. DOI : 10.5075/epfl-thesis-2082.

1998

A. J. Canty; A. C. Davison : Implementation of saddlepoint approximations in resampling problems; Statistics and Computing. 1998.
A. C. Davison : Extreme values; Encyclopedia of Biostatistics; Wiley, 1998. p. 1463-1467.

1997

A. C. Davison; D. V. Hinkley : Bootstrap Methods and Their Application ; Cambridge: Cambridge University Press.

1996

A. C. Davison; N. I. Ramesh : Some models for discretized series of events; Journal of the American Statistical Association. 1996.
A. J. Canty; A. C. Davison; D. V. Hinkley : Reliable confidence intervals. Discussion of ``Bootstrap confidence intervals'', by T. J. DiCiccio and B. Efron; Statistical Science. 1996.
A. J. Canty; A. C. Davison; L. Billard; N. I. Fisher : Implementation of saddlepoint approximations to bootstrap distributions. 1996. p. 248-253.