Zobrazeno 1 - 10
of 11 538
pro vyhledávání: '"Graphical model"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract In complex systems, it’s crucial to uncover latent mechanisms and their context-dependent relationships. This is especially true in medical research, where identifying unknown cancer mechanisms and their impact on phenomena like drug resis
Externí odkaz:
https://doaj.org/article/f3ec428d6dcc4ac9890534c10d6745c1
Autor:
Dawid Philip
Publikováno v:
Journal of Causal Inference, Vol 12, Iss 1, Pp 20220012-77 (2024)
I thank Thomas Richardson and James Robins for their discussion of my article, and discuss the similarities and differences between their approach to causal modelling, based on single world intervention graphs, and my own decision-theoretic approach.
Externí odkaz:
https://doaj.org/article/857784d2401042879b5df7073255008e
Publikováno v:
Applied Network Science, Vol 9, Iss 1, Pp 1-17 (2024)
Abstract This study examines sports and physical activities among Chinese aged 18–65, using network analysis on a significant random sample. It categorizes sports into 11 groups based on public selection, with a community detection algorithm aiding
Externí odkaz:
https://doaj.org/article/bd088f9a4edb47e591be30e3d767f56f
Autor:
Wonjung Lee
Publikováno v:
EURASIP Journal on Advances in Signal Processing, Vol 2024, Iss 1, Pp 1-22 (2024)
Abstract A prevalent problem in statistical signal processing, applied statistics, and time series analysis arises from the attempt to identify the hidden state of Markov process based on a set of available noisy observations. In the context of seque
Externí odkaz:
https://doaj.org/article/bd69462dcfed4d859520c81b4aaa158f
Publikováno v:
Methods in Ecology and Evolution, Vol 15, Iss 4, Pp 744-755 (2024)
Abstract Ecological analyses typically involve many interacting variables. Ecologists often specify lagged interactions in community dynamics (i.e. vector‐autoregressive models) or simultaneous interactions (e.g. structural equation models), but th
Externí odkaz:
https://doaj.org/article/5f82d28fcbfa439db669087e11a03f4b
Publikováno v:
Machine Learning with Applications, Vol 18, Iss , Pp 100604- (2024)
Texas rural land markets have several special features that makes it unique from other rural land markets in the United States. In 2021, Texas agricultural land, including buildings, is valued at $299.88 billion, which is almost 10% of the nation's t
Externí odkaz:
https://doaj.org/article/c38d109f679a4139947c84e4bf41daa4
Publikováno v:
NeuroImage, Vol 297, Iss , Pp 120739- (2024)
Heritability and genetic covariance/correlation quantify the marginal and shared genetic effects across traits. They offer insights on the genetic architecture of complex traits and diseases. To explore how genetic variations contribute to brain func
Externí odkaz:
https://doaj.org/article/a3b746206ce34c39ac160256dfbfb55f
Publikováno v:
Heliyon, Vol 10, Iss 14, Pp e34195- (2024)
The research aims to provide a new approach and insights into the nexus between economic growth and green energy by analyzing their direct, indirect, and total linkages at the European Union level (EU-27). To this end, an advanced empirical analysis
Externí odkaz:
https://doaj.org/article/d790950c8e8a4184bf5a372083b99f88
Autor:
Nicole P. Bowles, Yimin He, Yueng-hsiang Huang, Eric C. Stecker, Azizi Seixas, Saurabh S. Thosar
Publikováno v:
Frontiers in Public Health, Vol 12 (2024)
BackgroundCardiovascular diseases are the leading cause of morbidity and mortality in the United States. Despite the complexity of cardiovascular disease etiology, we do not fully comprehend the interactions between non-modifiable factors (e.g., age,
Externí odkaz:
https://doaj.org/article/07999bbd13f042519e761fac89238a24
Autor:
Jie Zhou, Jiang Gui, Weston D. Viles, Haobin Chen, Siting Li, Juliette C. Madan, Modupe O. Coker, Anne G. Hoen
Publikováno v:
Frontiers in Microbiomes, Vol 3 (2024)
IntroductionThe microbial interactions within the human microbiome are complex, and few methods are available to identify these interactions within a longitudinal microbial abundance framework. Existing methods typically impose restrictive constraint
Externí odkaz:
https://doaj.org/article/a4146532c12a48228ff6ceb5b62cb5ac