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The Euler Stratification for $\mathbb{P}^1 \times \mathbb{P}^1 \times \mathbb{P}^n$

Serkan Hoşten, Vadym Kurylenko, Elke Neuhaus, Nikolas Rieke

Abstract

We study the Euler characteristic of a hypersurface in $(\mathbb{C}^*)^2 \times (\mathbb{C}^*)^n$ defined by a polynomial whose monomial support corresponds to lattice points in $Δ_1 \times Δ_1 \times Δ_n$ as the coefficients of the defining polynomial vary. Each member of this hypersurface family corresponds to a three-way independence model from algebraic statistics, and the (signed) Euler characteristic is equal to the maximum likelihood degree (ML degree) of the model. We show in the case of $Δ_1 \times Δ_1 \times Δ_1$ this Euler characteristic depends only on the vanishing patterns of the factors of the principal $A$-determinant, but this fails for $Δ_1 \times Δ_1 \times Δ_n$ with $n \geq 2$. We prove that, for all $n\geq 1$, all positive integers up to the maximum possible ML degree can be realized as the Euler characteristic. Furthermore, we completely determine the Euler stratification for $\mathbb{P}^1 \times \mathbb{P}^1 \times \mathbb{P}^1$ and provide partial information for $\mathbb{P}^1 \times \mathbb{P}^1 \times \mathbb{P}^2$.

The Euler Stratification for $\mathbb{P}^1 \times \mathbb{P}^1 \times \mathbb{P}^n$

Abstract

We study the Euler characteristic of a hypersurface in defined by a polynomial whose monomial support corresponds to lattice points in as the coefficients of the defining polynomial vary. Each member of this hypersurface family corresponds to a three-way independence model from algebraic statistics, and the (signed) Euler characteristic is equal to the maximum likelihood degree (ML degree) of the model. We show in the case of this Euler characteristic depends only on the vanishing patterns of the factors of the principal -determinant, but this fails for with . We prove that, for all , all positive integers up to the maximum possible ML degree can be realized as the Euler characteristic. Furthermore, we completely determine the Euler stratification for and provide partial information for .
Paper Structure (10 sections, 45 theorems, 59 equations, 6 figures)

This paper contains 10 sections, 45 theorems, 59 equations, 6 figures.

Key Result

Proposition 1.1

The ML degree of $X_{W,n}$ is equal to the signed Euler characteristic of $Y_{W,n}$:

Figures (6)

  • Figure 1: Two different $2 \times 2$ determinant factors and one $2 \times 2 \times 2$ hyperdeterminant factor of $E_A$ for $n = 2$
  • Figure 2: Vanishing relations among factors of $E_A$ for the case $n = 1$
  • Figure 3: The red, blue, purple, and green quadrics are the vanishing loci of $f_0$, $f_1$, $f_2$, and $f_2'$, respectively.
  • Figure 4: Two nonsingular quadrics $Q_j, Q_k$ where $F_{\bullet 1 (j,k)} = F_{0 \bullet (j,k)} = 0$
  • Figure 5: The alternating hook minors $\mathrm{altH}(4)$
  • ...and 1 more figures

Theorems & Definitions (87)

  • Proposition 1.1
  • Proposition 1.2
  • Conjecture 1.3
  • Theorem 1.4
  • Remark 1.5
  • Theorem 1.6
  • Theorem 1.7
  • Theorem 1.8
  • Definition 2.1
  • Definition 2.2
  • ...and 77 more