Zobrazeno 1 - 10
of 5 365
pro vyhledávání: '"conditional independence"'
Publikováno v:
BMC Medical Research Methodology, Vol 24, Iss 1, Pp 1-14 (2024)
Abstract Background Latent class models can be used to estimate diagnostic accuracy without a gold standard test. Early studies often assumed independence between tests given the true disease state, however this can lead to biased estimates when ther
Externí odkaz:
https://doaj.org/article/8463ca095fb14d1a935226791dd9a950
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
Akademický článek
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Publikováno v:
Algorithms, Vol 17, Iss 8, p 323 (2024)
Conditional Independence (CI) testing is fundamental in statistical analysis. For example, CI testing helps validate causal graphs or longitudinal data analysis with repeated measures in causal inference. CI testing is difficult, especially when test
Externí odkaz:
https://doaj.org/article/e3cf36c97c7f4818ac4eae633ce25f0c
Autor:
Florimond De Smedt, Prabin Kayastha
Publikováno v:
Geosciences, Vol 14, Iss 8, p 197 (2024)
Several methods and approaches have been proposed to assess landslide susceptibility. The likelihood of landslides occurring can be determined by applying statistical models to historical landslides, taking into account controlling factors. Popular m
Externí odkaz:
https://doaj.org/article/898998f597ba4273b5f291b8b7b7c931
Publikováno v:
Brain Sciences, Vol 14, Iss 5, p 442 (2024)
Information theory explains how systems encode and transmit information. This article examines the neuronal system, which processes information via neurons that react to stimuli and transmit electrical signals. Specifically, we focus on transfer entr
Externí odkaz:
https://doaj.org/article/c34376026d27472a915ab88e884af192
Autor:
Dawid Philip
Publikováno v:
Journal of Causal Inference, Vol 10, Iss 1, Pp 296-299 (2022)
I thank Judea Pearl for his discussion of my paper and respond to the points he raises. In particular, his attachment to unaugmented directed acyclic graphs has led to a misapprehension of my own proposals. I also discuss the possibilities for develo
Externí odkaz:
https://doaj.org/article/4a672562872f44f9b5aa5adb4c600b9c
Autor:
Janne M. Veerbeek, Clemens Hutter, Beatrice Ottiger, Soel Micheletti, Simone Riedi, Enrico Bianchi, Noortje Maaijwee, Tim Vanbellingen, Thomas Nyffeler
Publikováno v:
Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, Vol 12, Iss 16 (2023)
Background Laboratory‐based assessments have shown that stroke recovery is heterogeneous between patients and affected domains such as motor and language function. However, laboratory‐based assessments are not ecologically valid and do not necess
Externí odkaz:
https://doaj.org/article/4dd68db258744754904c0d57a71166bd