The stablespec package for causal discovery on cross-sectional and longitudinal data in R

被引：0
|
作者：
Rahmadi, Ridho [1 ,2 ]
Groot, Perry [2 ]
Heskes, Tom [2 ]
机构：
[1] Univ Islam Indonesia, Dept Informat, Yogyakarta, Indonesia
[2] Radboud Univ Nijmegen, ICIS, Data Sci, Nijmegen, Netherlands
来源：
NEUROCOMPUTING | 2018年 / 275卷
关键词：
Causal discovery; Structural equation modeling; R package;
D O I：
10.1016/j.neucom.2017.10.064
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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. (C) 2017 Elsevier B.V. All rights reserved.
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页码：2440 / 2443
页数：4
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