Work

M2 pre-registration (frozen 7 Nov 2026): how much of a published advantage survives matched tuning? Sampling frame, case-selection rule, pooled analysis plan and power simulation

Year: 2026

Type: article

Abstract: Frozen sampling frame (arXiv cs.LG 2023-2025 papers with a code link in the abstract; two seeded draws), case-selection rule, per-case effect-size and retention definitions, the pooled estimator (median matched retention over rule-selected cases with a bootstrap over cases), its reading rule and a planted-effect power simulation. Deposited before the later cases are run; the first rule-selected case had already been run and is disclosed as not blind.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24023771

Author: Goodman, John

Language: English

Topic: Meta-analysis and systematic reviews

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7225381477

FWCI:

Cites:

Cited by:

Related to: 10