This is a course design for particle physics major student, and is going to discuss the following topics in detail. We plan to have 60% of the course time allocated for classical lectures and have 40% of the time discussing about several close-to-real examples.
Introduction to Statistical Analysis in Particle Physics
Probability and Random Numbers
Bayesian and Frequentist approaches
Multivariate analysis
Parameter estimation
Hypothesis test
Upper limits
Life examples

The link to course website:
http://hep1.phys.ntu.edu.tw/~kfjack/lecture/hepstat/

The link to vidyo room:
http://vidyoportal.cern.ch/flex.html?roomdirect.html&key=cbKbegqMZ7Mt