Minimality conjecture for products of two independent non-centered normal random variables
Minimality conjecture for products of two independent non-centered normal random variables
Let and be independent non-centered normal random variables, and let . A second-order Stein operator for is a differential operator acting on smooth functions with compact support, with polynomial coefficients, whose expectation under vanishes for every such test function. Minimality conjecture. There exists no second-order Stein operator for with polynomial coefficients acting on smooth functions with compact support. The paper presents this as an important open question concerning the minimal order of polynomial Stein operators; it also notes that the corresponding third-order operator is believed to be minimal, but that no proof is known.
Progress summary
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Sources & referencesView supporting material
Primary source
Robert E. Gaunt, Guillaume Mijoule and Yvik Swan, “Some new Stein operators for product distributions”, arXiv:1901.11460 (2019).
Additional references
2 papers in this index state this conjecture (2016–2019). The statement above is taken from the most recent of them; the others are arXiv:1604.06819.
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