Inhaltsangabe1 Fundamental concepts Roger Barlow 2 Parameter estimation Olaf Behnke and Lorenzo Moneta 3 Hypothesis testing Grégory Schott 4 Interval Estimation Luc Demortier 5 Classification Helge Voss 6 Unfolding Volker Blobel 7 Constrained fits Benno List 8 How to deal with systematic uncertainties Rainer Wanke 9 Theory uncertainties Markus Diehl 10 Statistical methods commonly used in high energy physics Carsten Hensel and Kevin Kröninger 11 Analysis walk-throughs Aart Heijboer and Ivo van Vulpen 12 Applications in astronomy Harrison B. Prosper Zusatztext

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Olaf Behnke is a staff physicist at DESY (Hamburg) and an expert for the physics of heavy quarks. He currently holds the position of physics chair in the ZEUS experiment and has recently also joined CMS. Kevin Kröninger is working at the University of Göttingen on the ATLAS experiment, with a focus on top-quark physics. He is one of the authors of the Bayesian Analysis Toolkit (BAT). Thomas Schörner-Sadenius is a staff scientiest at DESY, Hamburg, where he is currently the leader of the Analysis Centre of the German Helmholtz Alliance ?Physics at the Terascale?. Grégory Schott is a physicist employed at the Karlsruhe Institute of Technology and works on the CMS experiment. His main contributions are in the fi eld of Higgs physics. He is one of the authors of the ROOSTATS software package.

1 Fundamental conceptsRoger Barlow 2 Parameter estimationOlaf Behnke and Lorenzo Moneta 3 Hypothesis testingGrégory Schott 4 Interval EstimationLuc Demortier 5 ClassificationHelge Voss 6 UnfoldingVolker Blobel 7 Constrained fitsBenno List 8 How to deal with systematic uncertaintiesRainer Wanke 9 Theory uncertaintiesMarkus Diehl 10 Statistical methods commonly used in high energy physicsCarsten Hensel and Kevin Kröninger 11 Analysis walk-throughsAart Heijboer and Ivo van Vulpen 12 Applications in astronomyHarrison B. Prosper