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michelole / trec-pm / 64
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master: 23%

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Ran 23 Mar 2020 12:09PM UTC
Jobs 2
Files 206
Run time 53s
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Add support for paired statistical tests

The current [Python code for statistical testing](https://github.com/JULIELab/trec-pm/blob/master/notebooks/sigir2020-notebooks/testing/StatisticalTests.ipynb) uses the `randtest` library for approximate randomization, which assumes groups are independent.

However, our experimental units (topics) are paired (i.e., we run all experiments on all of them) and therefore there is a dependence among runs.

This commit reimplements statistical testing using the popular R `coin` library on top of the existing code for parsing `trec_eval` and `sampleval` files.

1729 of 7571 relevant lines covered (22.84%)

0.46 hits per line

Jobs
ID Job ID Ran Files Coverage
1 64.1 23 Mar 2020 12:09PM UTC 0
22.84
Travis Job 64.1
2 64.2 23 Mar 2020 12:09PM UTC 0
22.84
Travis Job 64.2
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