Berry–Esseen dependency-graph conjecture
Berry–Esseen dependency-graph conjecture
Let be a family of random variables admitting a dependency graph of degree . Assume that there \exists such that , where , and let be the standardized \sum and the renormalized standard deviation defined by
Berry–Esseen dependency-graph conjecture. The bound
should hold.
This would extend the finite-moment Berry–Esseen estimate from independent variables to variables with a sparse dependency graph, with the effective sample-size factor . The paper presents this as a conjecture; no resolution is supplied in the given text.
Sources & referencesView supporting material
Primary source
Maximilian Janisch and Thomas Lehéricy, “Berry-Esseen-type estimates for random variables with a sparse dependency graph”, arXiv:2212.02590 (2023).
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