A randomized split likelihood ratio test provides finite-sample valid inference for variance components at the boundary, including heritability near 1, with computational shortcuts for structured models.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Universal inference for variance components
A randomized split likelihood ratio test provides finite-sample valid inference for variance components at the boundary, including heritability near 1, with computational shortcuts for structured models.