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This is correct. There's been a lot of interest in e-values and non-parametric confidence sequences in recent literature. It's usually refered to as anytime-val
by gatopingado 2y ago
This is correct. There's been a lot of interest in e-values and non-parametric confidence sequences in recent literature. It's usually refered to as anytime-valid inference [1]. Evan Miller explored a similar idea in [2]. For some practical examples, see my Python library [3] implementing multinomial and time inhomogeneous Bernoulli / Poisson process tests based in [4]. See [5] for linear models / t-tests.
[1] https://arxiv.org/abs/2210.0194 https://arxiv.org/abs/2210.0194
[2] https://www.evanmiller.org/sequential-ab-testing.html https://www.evanmiller.org/sequential-ab-testing.html
[3] https://github.com/assuncaolfi/savvi/ https://github.com/assuncaolfi/savvi/
[4] https://openreview.net/forum?id=a4zg0jiuVi https://openreview.net/forum?id=a4zg0jiuVi
[5] https://arxiv.org/abs/2210.08589 https://arxiv.org/abs/2210.08589
- ryan-duve 2y agoDid you link the thing that you intended to for [1]? I can't find anything about "anytime-valid inference" there.
- gatopingado 2y agoThanks for noting! This is the right link for [1]: https://arxiv.org/abs/2210.01948 https://arxiv.org/abs/2210.01948