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PHYS366: Statistical Methods in Astrophysics
Lesson 1: Exploring Data
Lesson 2: Understanding From Data
Lesson 3: Inference in Practice: PDF Characterization
Lesson 4: Inference in Practice: Sampling Techniques
Lesson 5: Inference in Practice: Coping With Complications
Lesson 6: Inference in Practice: Evaluating Models
Lesson 7: Applications in Astroparticle Physics
Lesson 8: Applications in Cosmology
Lesson 9: Machine Learning
Lesson 10: Project Presentations