Likelihood degenerations

Agostini D, Brysiewicz T, Fevola C, Kühne L, Sturmfels B, Telen S, Lam T (2023)
Advances in Mathematics 414: 108863.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Autor*in
Agostini, Daniele; Brysiewicz, Taylor; Fevola, Claudia; Kühne, LukasUniBi ; Sturmfels, Bernd; Telen, Simon; Lam, Thomas
Abstract / Bemerkung
Computing all critical points of a monomial on a very affine variety is a fundamental task in algebraic statistics, particle physics and other fields. The number of critical points is known as the maximum likelihood (ML) degree. When the variety is smooth, it coincides with the Euler characteristic. We introduce degeneration techniques that are inspired by the soft limits in CEGM theory, and we answer several questions raised in the physics literature. These pertain to bounded regions in discriminantal arrangements and to moduli spaces of point configurations. We present theory and practise, connecting complex geometry, tropical combinatorics, and numerical nonlinear algebra.(c) 2023 Elsevier Inc. All rights reserved.
Stichworte
Very affine variety; Algebraic statistics; Maximum likelihood degree; Scattering equations; Discriminantal arrangements; Numerical nonlinear; algebra
Erscheinungsjahr
2023
Zeitschriftentitel
Advances in Mathematics
Band
414
Art.-Nr.
108863
ISSN
0001-8708
eISSN
1090-2082
Page URI
https://pub.uni-bielefeld.de/record/2979706

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Agostini D, Brysiewicz T, Fevola C, et al. Likelihood degenerations. Advances in Mathematics. 2023;414: 108863.
Agostini, D., Brysiewicz, T., Fevola, C., Kühne, L., Sturmfels, B., Telen, S., & Lam, T. (2023). Likelihood degenerations. Advances in Mathematics, 414, 108863. https://doi.org/10.1016/j.aim.2023.108863
Agostini, Daniele, Brysiewicz, Taylor, Fevola, Claudia, Kühne, Lukas, Sturmfels, Bernd, Telen, Simon, and Lam, Thomas. 2023. “Likelihood degenerations”. Advances in Mathematics 414: 108863.
Agostini, D., Brysiewicz, T., Fevola, C., Kühne, L., Sturmfels, B., Telen, S., and Lam, T. (2023). Likelihood degenerations. Advances in Mathematics 414:108863.
Agostini, D., et al., 2023. Likelihood degenerations. Advances in Mathematics, 414: 108863.
D. Agostini, et al., “Likelihood degenerations”, Advances in Mathematics, vol. 414, 2023, : 108863.
Agostini, D., Brysiewicz, T., Fevola, C., Kühne, L., Sturmfels, B., Telen, S., Lam, T.: Likelihood degenerations. Advances in Mathematics. 414, : 108863 (2023).
Agostini, Daniele, Brysiewicz, Taylor, Fevola, Claudia, Kühne, Lukas, Sturmfels, Bernd, Telen, Simon, and Lam, Thomas. “Likelihood degenerations”. Advances in Mathematics 414 (2023): 108863.
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