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TODO.txt
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1. NSGK results
- current tests has significant results and concordance is less than 1/2
- is there a test that reveals scientifically significant results
as well as statistically significant
2. Performance (Pythonic)
- numba / Cython ? (Stefan)
3. permuter scripts in pkg / building blocks
- Ultimately want scripts in permute to test. Are vignettes reusable?
- enumerate / (combinat from CSP.R)
- itertools.combinations
4. two_sample
- exact two-sample problem
- (use MacNell as example/test)
- see issue + gist
- Write a vignette to show how this can be used to do rank tests, e.g. Wilcoxon
5. k-sample tests
- ks-like test statistic: combine ks for each pair of samples by max distance, sum of distances, npc...
- Permutation ANOVA
- other?
6. n-dimensional k-sample
- MST
- LLQ
- MDL (research topic)
7. Association
- Pearson
- Spearman (replace data by their ranks in call to Pearson)
- Regression ( null beta=0)
8. Misc non-parametrics
- Runs tests
- Other kinds of symmetry
- Romano-style projection
9. Contingency tables
- ecological fixed-margin tests
- Stefan's data example - see issue
10. Nonparametric combination of tests
- generalize the IRR NPC code