UsefulLinks
Statistics
Non-parametric Methods
1. Introduction to Non-parametric Statistics
2. Fundamental Concepts and Tools
3. One-Sample Tests
4. Two-Sample Tests
5. Multiple Sample Tests
6. Measures of Association
7. Non-parametric Regression and Smoothing
8. Advanced Resampling Methods
9. Survival Analysis Methods
10. Multivariate Non-parametric Methods
11. Practical Implementation
12. Advanced Topics and Extensions
10.
Multivariate Non-parametric Methods
10.1.
Multivariate Location Tests
10.1.1.
Spatial Sign Test
10.1.1.1.
Test Construction
10.1.2.
Spatial Rank Tests
10.1.2.1.
Multivariate Analogues
10.2.
Tests for Multivariate Independence
10.2.1.
Distance-Based Tests
10.2.1.1.
Energy Statistics
10.2.1.2.
Distance Correlation
10.2.2.
Rank-Based Tests
10.2.2.1.
Multivariate Extensions
10.3.
Cluster Analysis Methods
10.3.1.
Non-parametric Clustering
10.3.1.1.
Density-Based Methods
10.3.1.2.
Distance-Based Methods
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9. Survival Analysis Methods
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11. Practical Implementation