Dmitriy Skougarevskiy

icon company European University at St. Petersburg icon location St. Petersburg icon location S.A. Muromtsev Associate Professor of Empirical Legal Studies | EU SPb

Results 1 issues of Dmitriy Skougarevskiy

Approximation-based Designs for Binary Data

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Currently Ambrosia supports only simulation-based power calculations for experiments with binary outcomes (see [`design_binary_size`](https://github.com/MobileTeleSystems/Ambrosia/blob/b97370e78cfe51bd4a117f23acacffb61999a9e6/ambrosia/designer/designer.py#L529) ultimately referencing [`__helper_calc_empirical_power`](https://github.com/MobileTeleSystems/Ambrosia/blob/b97370e78cfe51bd4a117f23acacffb61999a9e6/ambrosia/tools/_lib/_bin_ci_aide.py#L23)). One could rely on approximations to arrive at an analytical expression for power....