Non-parametric Methods
Exact vs. Approximate Methods
Large Sample Approximations
Computational Complexity
Numerical Precision Issues
Base R Functions
Specialized Packages
Custom Implementation
SciPy Functions
Specialized Libraries
Custom Algorithms
SPSS Procedures
SAS Procedures
Stata Commands
Graphical Methods
Formal Tests
Cross-validation
Bootstrap Validation
Robustness Assessment
Outlier Influence
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10. Multivariate Non-parametric Methods
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12. Advanced Topics and Extensions