Zobrazeno 1 - 10
of 166
pro vyhledávání: '"Scheines, Richard"'
In a causal graphical model, an instrument for a variable X and its effect Y is a random variable that is a cause of X and independent of all the causes of Y except X. (Pearl (1995), Spirtes et al (2000)). Instrumental variables can be used to estima
Externí odkaz:
http://arxiv.org/abs/1301.2261
Observed associations in a database may be due in whole or part to variations in unrecorded (latent) variables. Identifying such variables and their causal relationships with one another is a principal goal in many scientific and practical domains. P
Externí odkaz:
http://arxiv.org/abs/1212.2516
We show that if any number of variables are allowed to be simultaneously and independently randomized in any one experiment, log2(N) + 1 experiments are sufficient and in the worst case necessary to determine the causal relations among N >= 2 variabl
Externí odkaz:
http://arxiv.org/abs/1207.1389
Autor:
Hoyer, Patrik O., Hyvarinen, Aapo, Scheines, Richard, Spirtes, Peter L., Ramsey, Joseph, Lacerda, Gustavo, Shimizu, Shohei
An important task in data analysis is the discovery of causal relationships between observed variables. For continuous-valued data, linear acyclic causal models are commonly used to model the data-generating process, and the inference of such models
Externí odkaz:
http://arxiv.org/abs/1206.3260
Publikováno v:
The Journal of the Learning Sciences, 2017 Jan 01. 26(2), 226-276.
Externí odkaz:
https://www.jstor.org/stable/48541134
Publikováno v:
The British Journal for the Philosophy of Science, 1997 Dec 01. 48(4), 555-568.
Externí odkaz:
https://www.jstor.org/stable/688100
Publikováno v:
In Organizational Behavior and Human Decision Processes January 2013 120(1):15-23
Autor:
Wheeler, Gregory, Scheines, Richard
Publikováno v:
Mind, 2013 Jan 01. 122(485), 135-170.
Externí odkaz:
https://www.jstor.org/stable/24489440
Autor:
Glymour, Clark, Danks, David, Glymour, Bruce, Eberhardt, Frederick, Ramsey, Joseph, Scheines, Richard, Spirtes, Peter, Teng, Choh Man, Zhang, Jiji
Publikováno v:
Synthese, 2010 Jul 01. 175(2), 169-192.
Externí odkaz:
https://www.jstor.org/stable/40801336
Publikováno v:
Philosophy of Science, 2007 Dec . 74(5), 981-995.
Externí odkaz:
https://www.jstor.org/stable/10.1086/525638