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Publications
We at Statoo Consulting have written several articles in both,
general and scientific journals. An excerpt of our list of
publications is listed below.
2018
Loison, B. and Kuonen, D. (2018).
Are current frameworks appropriate for the usage of big data and trusted
smart statistics in the official statistical production?
Proceedings of the `104th Conference of the Directors General of the
National Statistical Institutes (DGINS), Bucharest, Romania'.
Click here to download the PDF version.
Loison, B. and Kuonen, D. (2018).
Fiabilité des big data du point de vue de la statistique publique.
Bulletin de l'Acad\'emie suisse des sciences humaines et sociales
(ASSH), 3/18, 57--59.
Click here to download the PDF version.
Kuonen, D. (2018).
Data Quality and Data Collection Strategies.
University of Geneva, Switzerland.
Kuonen, D. (2018).
Business Analytics.
University of Geneva, Switzerland.
Kuonen, D. (2018).
Probabilités I.
University of Geneva, Switzerland.
Kuonen, D. (2018).
Analytics Consulting.
University of Geneva, Switzerland.
2017
Loison, B. and Kuonen, D. (2017).
Data Innovation Strategy: Purpose, strategic objectives and implementation steps.
Swiss Federal Statistical Office, Neuchâtel, Switzerland.
Click here to download the PDF version.
Loison, B. and Kuonen, D. (2017).
Stratégie d'innovation sur les données - Buts, objectifs stratégiques, étapes de réalisation.
Office fédéral de la statistique, Neuchâtel, Suisse.
Click here to download the PDF version.
Loison, B. and Kuonen, D. (2017).
Dateninnovationsstrategie - Zweck, strategische Ziele und
Umsetzungsschritte.
Bundesamt für Statistik, Neuchâtel, Schweiz.
Click here to download the PDF version.
Loison, B. and Kuonen, D. (2017).
Strategia `Data Innovation' - Scopo, obiettivi strategici e fasi di attuazione.
Ufficio federale di statistica, Neuchâtel, Svizzera.
Click here to download the PDF version.
Kuonen, D. (2017).
Data Quality and Data Collection Strategies.
University of Geneva, Switzerland.
Kuonen, D. (2017).
Business Analytics.
University of Geneva, Switzerland.
Kuonen, D. (2017).
Probabilités I.
University of Geneva, Switzerland.
Kuonen, D. (2017).
Statistical Modelling.
University of Geneva, Switzerland.
2016
Kuonen, D. (2016).
Business Analytics.
University of Geneva, Switzerland.
Kuonen, D. (2016).
Probabilités I.
University of Geneva, Switzerland.
2015
Kuonen, D. (2015).
Business Analytics.
University of Geneva, Switzerland.
Kuonen, D. (2015).
Statistical Modelling.
University of Geneva, Switzerland.
Chaze, J.-P. and Kuonen, D. (2015).
Probabilités et Statistique I.
University of Geneva, Switzerland.
2014
Kuonen, D. (2014).
Méthodes Statistiques.
University of Geneva, Switzerland.
Kuonen, D. (2014).
Modélisation Statistique.
University of Geneva, Switzerland.
Chaze, J.-P. and Kuonen, D. (2014).
Probabilités et Statistique I.
University of Geneva, Switzerland.
Davison. A. C., Kuonen, D., El-Bachir, Y.,
Huser, R., Morton de la Chapelle, D. and
Süveges, M. (2014).
Extremal Analysis: Methods and Specific Considerations.
Report prepared for swissnuclear, Swiss Federal
Institute of Technology, Lausanne, Switzerland.
This confidential report describes the statistical reasoning and quantitative methods
for the analysis of extremes and the corresponding
uncertainty analysis to enable the risk analysis to be undertaken
for natural hazards at the Swiss nuclear power plants.
2013
Kuonen, D. (2013).
Méthodes Statistiques.
University of Geneva, Switzerland.
Kuonen, D. (2013).
Modélisation Statistique.
University of Geneva, Switzerland.
Kuonen, D. and Hulliger, B. (2013).
Evaluation of the new Mediapulse Television Panel with Respect to its Suitability
for Local Television Channels. Auditors' Report, Statoo Consulting & FHNW, Switzerland.
Click here to download the PDF version.
Chaze, J.-P. and Kuonen, D. (2013).
Statistique et Probabilités I.
University of Geneva, Switzerland.
2012
Kuonen, D. (2012).
Méthodes Statistiques.
University of Geneva, Switzerland.
Kuonen, D. (2012).
Modélisation Statistique.
University of Geneva, Switzerland.
2011
Kuonen, D. (2011).
Modélisation Statistique.
University of Geneva, Switzerland.
2010
Kuonen, D. (2010).
Modélisation Statistique.
University of Geneva, Switzerland.
2009
Kuonen, D. (2009).
Modélisation Statistique.
HEC Geneva, University of Geneva, Switzerland.
Davison, A. C. and Kuonen, D. (2009).
Probabilités et Statistique pour Sciences de l'Environnement.
Swiss Federal Institute of Technology, Lausanne, Switzerland.
2008
Kuonen, D. (2008).
Beziehung zwischen Data Mining und Statistik.
BeyeNETWORK Newsletter (November 5, 2008), published by
Business Intelligence Network.
Click
here
to read the online version at BeyeNETWORK.de.
Neuenschwander, B., Branson, M. and Gsponer, T. (2008). Critical aspects
of the Bayesian approach to phase I cancer trials.
Statistics in Medicine, 27 (13), 2420-2439.
Kuonen, D. (2008).
Introduction aux Méthodes Statistiques.
HEC Geneva, University of Geneva, Switzerland.
Davison, A. C. and Kuonen, D. (2008).
Probabilités et Statistique pour Sciences de l'Environnement.
Swiss Federal Institute of Technology, Lausanne, Switzerland.
2007
Boldi, M.-O. and Davison, A. C. (2007).
A mixture model for multivariate extremes.
Journal of the Royal Statistical Society, Series B, 69 (2), 217-229.
2006
Kuonen, D. (2006).
Beziehung zwischen Data Mining und Statistik.
Bulletin of the Swiss Statistical Society, 55, 3-6.
Click here to download the PDF version.
Kuonen, D. (2006).
Aus Daten lernen - Statistisches Wissen verstehen und anwenden.
IT-Director, 10, 40-43.
Click here to get more information.
2005
Kuonen, D. (2005). Studentized bootstrap confidence intervals based
on M-estimates. Journal of Applied Statistics, 32 (5), 443-460.
Kuonen, D. (2005).
Is data mining for gold `statistical déjà vu'?
CRM Zine, 53 (February 17, 2005), published by
CRM Today (#1 CRM Resource).
Click here to
download the PDF version, and
here
to get the online version at CRM2day.com.
Kuonen, D. (2005). Saddlepoint approximations to studentized bootstrap
distributions based on M-estimates. Computational Statistics, 20
(2), 231-244.
2004
Kuonen, D. (2004).
Statistical data mining's challenges in bioinformatics.
Scientific Computing World, 79, 31-33.
Click here to download the PDF version.
Boldi, M.-O. (2004).
Mixture models for multivariate extremes.
PhD Thesis No. 3098, Section of Mathematics,
Swiss Federal Institute of Technology, Lausanne, Switzerland.
Click here to get more information.
Kuonen, D. (2004).
A statistical perspective of data mining.
CRM Zine, 48 (December 2, 2004), published by
CRM Today (#1 CRM Resource).
Click here to
download the PDF version, and
here
to get the online version at CRM2day.com.
Kuonen, D. (2004).
There's gold in those databases.
Scientific Computing World, 78, 48-49.
Click here to download the PDF version.
Kuonen, D. (2004).
Data mining and statistics: what is the connection?
The Data Administration Newsletter, 30.0.
Click here to
download the PDF version, and
here
to read the online version at TDAN.com.
Gsponer, T. (2004).
General state-space models: randomised quasi-Monte Carlo methods
for general Kalman recursion.
PhD Thesis No. 3038, Section of Mathematics,
Swiss Federal Institute of Technology, Lausanne, Switzerland.
Click here to get more information.
Casassus, P. et Kuonen, D. (2004).
Les rythmes horaires et l'emploi du temps des enfants selon
le modèle du temps libre relatif - Enquête sur l'emploi du temps
extrascolaire des enfants à Genève (ETE).
Document no. 6, Service de la recherche en éducation (SRED), Genève,
Suisse, 112 pages.
Click here to
download the PDF version, and here to
access the corresponding web page.
Kuonen, D. (2004). Review of `Regression Modeling Strategies: With Applications
to Linear Models, Logistic Regression, and Survival Analysis' by
F. E. Harrell, Jr., New York: Springer-Verlag.
Statistical Methods in Medical Research, 13, 415-416.
Kuonen, D. (2004).
Numerical integration is an art, not a science.
Bulletin of the International Society for Bayesian Analysis, 11 (1), 11-13.
Click here to
download the PDF version, and here to access the bulletin's
homepage.
Walser, J.-C., Gugerli, F., Holderegger, R., Kuonen, D. and
Scheidegger, C. (2004).
Recombination and clonal propagation in natural populations of the lichen
`Lobaria pullmonaria'. Heredity, 93 (4), 322-329.
Glenz, C., Iorgulescu, I., Kuonen, D. and Schlaepfer R. (2004).
Flooding tolerance of trees and shrubs - Case of Central European species.
Plant Ecology, submitted.
2003
Kuonen, D. (2003).
Challenges in bioinformatics for statistical data miners.
Bulletin of the Swiss Statistical Society, 46, 10-17.
Click here to download the PDF version.
Kuonen, D. (2003).
Is data mining for gold `statistical déjà vu'?
Business Intelligence Authority from BetterManagement.com, June 14, 2003.
Click here
to read the online version at BetterManagement.com.
Kuonen, D. (2003).
Numerical integration in S-PLUS or R: a survey.
Journal of Statistical Software, 8 (13), 1-14.
Click here
to read the online version.
Kuonen, D. (2003).
Is data mining for gold `statistical déjà vu'?
Bulletin of the Swiss Statistical Society, 44, 5-9.
Click here
to read the online version, and here to download the PDF version.
2002
Kuonen, D. (2002). Review of `Regression Modeling Strategies: With Applications
to Linear Models, Logistic Regression, and Survival Analysis' by
F. E. Harrell, Jr., New York: Springer-Verlag.
Bulletin of the Swiss Statistical Society, 43, 11.
Click here to download the PDF version.
Davison, A. C. and Kuonen, D. (2002).
An introduction to the bootstrap with applications in R.
Statistical Computing and Graphics Newsletter, 13, 6-11.
Click here to download the PDF version.
2001
Kuonen, D. (2001).
Introduction au data mining avec R : vers la reconquête
du `knowledge discovery in databases' par les statisticiens.
Bulletin of the Swiss Statistical Society, 40, 3-7.
Click here
to read the online version, and here to download the PDF version.
Glenz, C., Massolo, A., Kuonen, D. and Schlaepfer, R. (2001). A wolf
habitat suitability prediction study in Valais (Switzerland). Landscape
and Urban Planning, 55 (1), 55-65.
Giovannetti, A., Mazzetta, F., Coviello, R., Casadei, A.M., Mattia, S.,
Marziali, M., Pierdominici, M., Kuonen, D., Pesce, A.M., Fiorilli,
M., Aiuti, F. and Quinti, I. (2001). T-cell immune activation in children
with vertically transmitted hepatitis C virus infection.
Viral Immunology, 14 (2), 169-179.
Giovannetti, A., Pierdominici, M., Mazzetta, F., Salemi, S., Marziali, M.,
Kuonen, D., Iebba, F., Lusi, E.A., Cossarizza, A. and Aiuti, F. (2001).
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, 124 (1), 21-31.
Kuonen, D. and Furrer, R. (2001).
Data mining avec R dans un monde libre.
Flash Informatique Spécial Été, 45-50.
Click here
to read the online version, and here to
download the PDF version.
Furrer, R. and Kuonen, D. (2001).
GRASS GIS et R : main dans la main dans un monde libre.
Flash Informatique Spécial Été, 51-56.
Click here
to read the online version, and here to
download the PDF version.
Kuonen, D. and Chavez-Demoulin, V. (2001). R - un exemple du succès
des modèles libres. Flash Informatique, 2, 3-7.
Click here
to read the online version, and here to
download the PDF version.
Kuonen, D. (2001). Computer-intensive statistical methods:
saddlepoint approximations with applications in bootstrap and robust
inference. PhD Thesis No. 2449, Department of Mathematics, Swiss
Federal Institute of Technology, Lausanne, Switzerland.
Click here to get more information.
2000
Kuonen, D. (2000). A saddlepoint approximation for the collector's
problem. The American Statistician, 54 (3), 165-169.
Giovannetti, A., Pierdominici, M., Mazzetta, F., Salemi, S., Marziali, M.,
Kuonen, D., Iebba, F., Lusi, E.A. and Aiuti, F. (2000).
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, 12 (3), 196.
Kuonen, D. and Roehrl, A. S. A (2000). Was France's World Cup win pure chance?
Student, 3, 153-166.
Kuonen, D., Roehrl, A. S. A., Schmiedl, S. and Verasani, T. (2000).
WAPux - der moderne Pinguin: Auch Pinguine wollen mit WAP-Handys spielen!
Coverstory of Linux Magazin, 5, 36-43.
Click here to get more information.
1999
Kuonen, D. (1999). Saddlepoint approximations for distributions of quadratic
forms in normal variables. Biometrika, 86 (4), 929-935.
Zuber, J. (1999).
Un test chi-carré d'adéquation de modèles paramétriques en régression.
PhD Thesis No. 2001, Section of Mathematics,
Swiss Federal Institute of Technology, Lausanne, Switzerland.
Click here to get more information.
1998
Kuonen, D. and Roehrl, A. S. A (1998).
Identification of key steps to evaluate statistical software.
InterStat, October #2, 1998.
Click here to get the online version.
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