Introduction to Statistical Data Analysis

• Lecture 1 - Basic Probability and Bayes Theorem
• Lecture 2 - Random Variable
• Lecture 3 - Special Distribution Functions
• Lecture 4 - Monte Carlo Methods
• Lecture 5 - Error Propagation
• Lecture 6 - Sampling
• Lecture 7 - Parameter Estimation
• Lecture 8 - The method of maximum likelihood
• Lecture 9 - The method of least squares
• Lecture A - Case Study: Lifetime measurement
• Lecture B - Case Study: Cross-Section measurement

• Statistical Methods in Particle Physics
• Introduction to Statistical Methods