Academic Training Lecture Regular Programme

Practical Statistics for Particle Physicists (2/5)

by Lyons, L. (Oxford University, GB)

Tuesday, 10 October 2006 from to (Europe/Zurich)
at CERN ( 500-1-001 - Main Auditorium )
Description
Parameter determination by likelihood: Do's and don'ts Lecture

Parameter determination by likelihood: Do's and don'ts Introduction to likelihood. Error  estimate. Simple examples:  (1) Breit Wigner (2) Lifetime Binned and unbinned likelihood Several parameters Extended maximum likelihood.
Common misapprehensions:
    Normalisation
    delta(lnL) = 1/2 rule and coverage
    Integrating the likelihood
    Unbinned L_max as goodness of fit
    Punzi effect
Material: