Statistical Methods in Particle Physics

The talk will review the important statistical methods in Particle
Physics, with particular emphasis on those currently used at the Large
Hadron Collider.  This will cover statistical tests for discovering
new phenomena as well as placing limits on parameters of new models.
Both frequentist and Bayesian methods will be described, with
particular emphasis on treatment of systematic uncertainties through
introduction of nuisance parameters.  The talk will also address
important statistical tools such as multivariate methods for event
selection and unfolding (deconvolution) of distributions.