Advanced Statistical Methods I, 2026

Syllabus

Codes and Figures

Week 1

Signed Rank Test

Week 2

Rank Sum Test

Two Sample Scale

Week 4

Kruskal Wallis Test

Inference for CDF

Week 5

Density estimation

Shifted Histogram Different Bin Widths Repeated Sampling

Standard Kernels Kernel Density Estimates Different Bin Widths

Week 6

Non parametric Regression

Week 7

Bandwidth Selection by Cross-Validation

Week 8

Sampling

Homeworks and Exams