S3005 2023-24

(All rights reserved by the authors. Re-distribution by any means is strictly prohibited.)

Teaching Materials:

Tutorial 1: Basic probability and statistics, Introduction to nonparametric statistics

• Tutorial Note

• Recording, Password: ?a3zpkwh

Tutorial 2: Nonparametric statistics, LLN and CLT

• Tutorial Note

• Recording, Password: 3b=7?qn*

Tutorial 3: Hypothesis testing using nonparametric statistics

• Tutorial Note

• Recording, Password: .0#i5qh4

Tutorial 4: Correlation problem

• Tutorial Note

• Recording, Password: C1^BJ*bd

Tutorial 5: Review and case study

• Tutorial Note

• Recording P1, Password: d9WEh%mh

• Recording P2, Password: 8Q%RpmWb

Tutorial 6: Distribution problem

• Tutorial Note

• Recording, Password: ?6q#?7ZG

Tutorial 7: Permutation test

• Tutorial Note

Tutorial 8: Bootstrap

• Tutorial Note

• Recording, Password: 9sdMZ1?!

Tutorial 9: Kernel Estimation

• Tutorial Note

• Recording, Password: @VUL#Ux0

• Recording for example 4.1, Password: rQ.g&*=7