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Log p-values.

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@JonathanShor JonathanShor released this 13 Jun 15:53
· 126 commits to master since this release
0d807fa

We noticed floating point rounding errors were masking distinction between very high p-values that were in fact different. The method now calculates and works with the log p-values internally, and makes them available via the all_log_p_values_ attribute.

Due to the problems with the un-logged p-values, all_p_values_ is deprecated, and will be removed in v3.0. We encourage all users to avoid using it, and instead exponentiate all_log_p_values_ (with care!) as needed.

To help understand the significance of different p and voter thresholds, we have added plot.threshold to provide a visualization of their interaction.