Non-parametric Methods

  1. Advanced Resampling Methods
    1. Bootstrap Methods
      1. Non-parametric Bootstrap
        1. Bootstrap Principle
          1. Bootstrap Samples
            1. Bootstrap Distribution
            2. Bootstrap Confidence Intervals
              1. Percentile Method
                1. Bias-Corrected Method
                  1. Accelerated Method
                    1. Bootstrap-t Method
                    2. Bootstrap Hypothesis Testing
                      1. Bootstrap p-values
                        1. Permutation Bootstrap
                        2. Parametric Bootstrap
                          1. Model-Based Resampling
                        3. Jackknife Methods
                          1. Leave-One-Out Jackknife
                            1. Bias Estimation
                              1. Variance Estimation
                              2. Delete-d Jackknife
                                1. Generalized Procedure
                              3. Permutation Tests
                                1. Exact Permutation Tests
                                  1. Permutation Principle
                                    1. Exact p-value Calculation
                                      1. Computational Considerations
                                      2. Approximate Permutation Tests
                                        1. Monte Carlo Approximation
                                          1. Random Sampling of Permutations
                                          2. Applications to Regression
                                            1. Permutation F-tests
                                              1. Permutation t-tests

                                          Previous

                                          7. Non-parametric Regression and Smoothing

                                          Go to top

                                          Next

                                          9. Survival Analysis Methods