<commit_before># Permutation tests and confidence intervals in Python

Permutation tests and confidence intervals for a variety of nonparametric
testing and estimation problems, for a variety of randomization designs.

* Stratified and unstratified tests...
* Test statistics in each stratum ...
* Methods of combining tests across strata ...
* Nonparametric combinations of tests ...

## Problems:

1. The 2-sample problem
2. The _n_-sample problem
3. Tests for the slope in linear regression
4. Tests for quantiles
5. Tests of independence ...
6. Tests of exchangeability
7. Tests of symmetry: reflection, spherical, ... 
8. Permutation ANOVA
9. ...

## Links

UC Berkeley's Statistics 240: Nonparametric and Robust Methods.

* [2015 course website](http://www.stat.berkeley.edu/~johann/240spring15/index.html)
* [<NAME>ark's lecture notes](http://www.stat.berkeley.edu/~stark/Teach/S240/Notes/index.htm)

"Permutation Tests for Complex Data: Theory, Applications and Software"
by <NAME>, <NAME>

* [Publisher's website](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470516410.html)
* [Supplementary Material (i.e., code and data)](http://www.wiley.com/legacy/wileychi/pesarin/material.html)
* [NPC test code](http://static.gest.unipd.it/~salmaso/NPC_TEST.htm)

"Stochastic Ordering and ANOVA: Theory and Applications with R"
by <NAME>., <NAME>., <NAME>., <NAME>.<commit_msg>Repaginate readme<commit_after># Permutation tests and confidence intervals in Python

Permutation tests and confidence intervals for a variety of nonparametric
testing and estimation problems, for a variety of randomization designs.

* Stratified and unstratified tests ...
* Test statistics in each stratum ...
* Methods of combining tests across strata ...
* Nonparametric combinations of tests ...

## Problems:

1. The 2-sample problem
2. The _n_-sample problem
3. Tests for the slope in linear regression
4. Tests for quantiles
5. Tests of independence ...
6. Tests of exchangeability
7. Tests of symmetry: reflection, spherical, ... 
8. Permutation ANOVA
9. ...

## Links

UC Berkeley's Statistics 240: Nonparametric and Robust Methods.

* [2015 course
  website](http://www.stat.berkeley.edu/~johann/240spring15/index.html)
* [Philip Stark's lecture
  notes](http://www.stat.berkeley.edu/~stark/Teach/S240/Notes/index.htm)

"Permutation Tests for Complex Data: Theory, Applications and Software"
by <NAME>, <NAME>

* [Publisher's
  website](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470516410.html)
* [Supplementary Material (i.e., code and
  data)](http://www.wiley.com/legacy/wileychi/pesarin/material.html)
* [NPC test code](http://static.gest.unipd.it/~salmaso/NPC_TEST.htm)

"Stochastic Ordering and ANOVA: Theory and Applications with R"
by <NAME>., <NAME>., <NAME>., <NAME>.
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