Topics — What a work is about. Nucleation holds whatever reading the owner files here, whether or not an Anthology of the SOTA topic could also hold it; instruction for ML practice belongs to the anthology (ADR-048). The words are seeded from the clusters the reading-time triage of 2026-09-25 found, and grow by decision.
Mathematical statistics — the theory of statistical inference read for itself — comparison and sufficiency of experiments (Blackwell, Le Cam deficiency), statistical decision theory, the sufficiency theorems (Fisher–Neyman, Basu, Bahadur) and bounds on estimation. Bayesian modelling is probabilistic-modeling (ADR-031).
1 of 52 ARG documents. Back to the full index.
| # | Title | Summary | Status |
|---|---|---|---|
| ARG-037 | The signalling counts read off Wang et al.’s appendix show that signalling is typical of language data | CLAIM-125’s version 1 read LIT-851’s appendix, “69 of the 90 systems signal”, as showing that signalling is the typical case for language data and that an extension to signalling data is not optional. The counts are plug-in estimates from one or a few occurrences per context, which signal in expectation even when the true marginals agree. CLAIM-235 undercuts the inference; CLAIM-125’s version 2 already re-grounded the point. | Rejected |