The nonnegative-coefficient conjecture for the polynomial h(t,a;r)
The nonnegative-coefficient conjecture for the polynomial h(t,a;r)
Let and let be the polynomial defined in the paper by
Nonnegative-coefficient conjecture. If is arbitrary but fixed, then , viewed as a polynomial in , has nonnegative coefficients. This would considerably strengthen the stated inequality for real and .
Progress summary
No public discussion or published progress was found for this conjecture.
No public discussion or published progress was found.
Current status (as of August 2026): The conjecture appears open, with no recorded public activity or verified progress.
Sources & referencesView supporting material
Primary source
James Allen Fill and Svante Janson, “Positive autocorrelation at unit lag for stationary random walk Metropolis-Hastings in R^d”, arXiv:2601.19323 (2026).
Solutions 1
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We prove that the polynomial has nonnegative joint coefficients in and for every integer .
Introduce , , and
Regrouping the four homogeneous products in the defining polynomial gives
where
The key identity is the following exact positive generating function:
The identity follows simply by taking a common denominator.
Each of belongs to . Therefore every factor
has nonnegative coefficients in both and . The numerator does also. Hence
for every ; the degree bound follows directly from the defining expression for .
Undoing the substitution yields the manifestly positive decomposition
Thus
for all . This proves the conjecture for every integer . In fact , and for every the polynomial lies in .