Tag: nonparametrics
Concepts
- Bandwidth Selection for Smoothers
- The Curse of Dimensionality in Smoothing
- Distance Correlation and Nonlinear Dependence
- The Empirical Distribution Function
- Empirical Likelihood
- Kernel Density Estimation
- Kernel Regression and the Nadaraya-Watson Estimator
- The Kolmogorov-Smirnov Test
- The Kruskal-Wallis Test
- Local Polynomial Regression and LOESS
- The Mann-Whitney U Test
- Percentile and BCa Bootstrap Intervals
- Permutation Tests
- The Runs Test for Randomness
- The Sign Test and Median-Based Inference
- Smoothing Splines
- Spearman and Kendall Rank Correlation
- Subsampling and the m-out-of-n Bootstrap
- The Wilcoxon Signed-Rank Test
- The Wild Bootstrap