STAT 3005 (Fall 2021)
Course Website: STAT3005 Fall 2021 (Instructor: Kin Wai CHAN)
Tutorial Notes
Tutorial 2: Principle and Concept of Signs and Ranks [Rcode]
Tutorial 3: Location and Scale Problems [Rcode]
Tutorial 4: Beyond Methodologies - Quality of Nonparametric Tests [Rcode]
Tutorial 5: Correlation Measures [Rcode]
Tutorial 6: Midterm Review [Solution]
Tutorial 7: Goodness of Fit [Rcode]
Tutorial 8: Permutation Tests [Rcode]
Tutorial 9: Bootstrap [Introduction Slide] [Rcode]
Tutorial 10: Density Estimation [Rcode]
Tutorial 11: Final Review [Rcode]
Comparison between parametric test (t test) and nonparametric tests (sign test and signed rank test)
Local linear regression