MobileTeleSystems / Ambrosia

Ambrosia is a Python library for A/B tests design, split and result measurement

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Paired bootstrap criterion

xandaau opened this issue · comments

The BootstrapStats class is currently not suitable for scenarios where objects in groups are paired (dependent).

For these tasks, we must use consistent sampling, so for each step we select a dependent pair of objects from the experimental groups, rather than independent objects individually.

It is necessary to implement the function of consistent sampling of objects for BootstrapStats.

Done