Thoughts on automatic statistical methods and broken assumptions

2 · Andrey Akinshin · Sept. 5, 2023, 1:33 p.m.
In the old times of applied statistics existence, all statistical experiments used to be performed by hand. In manual investigations, an investigator is responsible not only for interpreting the research results but also for the applicability validation of the used statistical approaches. Nowadays, more and more data processing is performed automatically on enormously huge data sets. Due to the extraordinary number of data samples, it is often almost impossible to verify each output individually...