The stablespec package for causal discovery on cross-sectional and longitudinal data in R.
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| Title: | The stablespec package for causal discovery on cross-sectional and longitudinal data in R. |
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| Authors: | Rahmadi, Ridho1,2 r.rahmadi@cs.ru.nl, Groot, Perry2, Heskes, Tom2 |
| Source: | Neurocomputing. Jan2018, Vol. 275, p2440-2443. 4p. |
| Subjects: | Cross-sectional method, Longitudinal method, Structural equation modeling, Multivariate analysis, Regression analysis, Algorithms |
| Abstract: | The R package stablespec is an implementation of our method stable specification search . The method aims at causal discovery on both cross-sectional and longitudinal data through stable specification search in constrained structural equation models. [ABSTRACT FROM AUTHOR] |
| Copyright of Neurocomputing is the property of Elsevier B.V. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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