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pro vyhledávání: '"spatial interference"'
Modeling the interference effect is an important issue in the field of causal inference. Existing studies rely on explicit and often homogeneous assumptions regarding interference structures. In this paper, we introduce a low-rank and sparse treatmen
Externí odkaz:
http://arxiv.org/abs/2409.04836
Spatial interference (SI) occurs when the treatment at one location affects the outcomes at other locations. Accounting for spatial interference in spatiotemporal settings poses further challenges as interference violates the stable unit treatment va
Externí odkaz:
http://arxiv.org/abs/2405.08174
Akademický článek
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We develop new methodology to improve our understanding of the causal effects of multivariate air pollution exposures on public health. Typically, exposure to air pollution for an individual is measured at their home geographic region, though people
Externí odkaz:
http://arxiv.org/abs/2305.14194
Autor:
Tyler D. Hoffman, Peter Kedron
Publikováno v:
Annals of GIS, Vol 29, Iss 4, Pp 517-527 (2023)
ABSTRACTCausal inference is a rapidly growing field of statistics that applies logical reasoning to statistical inference to estimate causal relationships. Spatial data poses several problems in causal inference – namely, spatial confounding and in
Externí odkaz:
https://doaj.org/article/2d11c926b9ea4ab897bcc48203c37bfc
Publikováno v:
EURASIP Journal on Advances in Signal Processing, Vol 2023, Iss 1, Pp 1-18 (2023)
Abstract The adaptive interference cancellation technique has been widely utilized in radar, GPS, data link, etc., systems to address challenges from external interference, such as co-site and hostile interference. Since the anti-jamming performance
Externí odkaz:
https://doaj.org/article/1f0618059ec14c5f9cb31c1200971d8c
Akademický článek
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Autor:
Mura, Silvia, Linsalata, Francesco, Mizmizi, Marouan, Magarini, Maurizio, Khormuji, Majid Nasiri, Wang, Peng, Perotti, Alberto, Spagnolini, Umberto
Distributed resource allocation (RA) schemes have been introduced in cellular vehicle-to-everything (C-V2X) standard for vehicle-to-vehicle (V2V) sidelink (SL) communications to share the limited spectrum (sub-6GHz) efficiently. However, the recent p
Externí odkaz:
http://arxiv.org/abs/2111.07814
Autor:
Leung, Michael P.
We consider a potential outcomes model in which interference may be present between any two units but the extent of interference diminishes with spatial distance. The causal estimand is the global average treatment effect, which compares outcomes und
Externí odkaz:
http://arxiv.org/abs/2111.04219
Autor:
Giffin, A.1 (AUTHOR) giffin.andrew@gmail.com, Reich, B. J.1 (AUTHOR), Yang, S.1 (AUTHOR), Rappold, A. G.2 (AUTHOR)
Publikováno v:
Biometrics. Sep2023, Vol. 79 Issue 3, p2220-2231. 12p.