direct_lingam_search: DirectLiNGAM search
In nicolagnecco/causalXtreme: Causal discovery in heavy-tailed models
View source: R/causal_inference_helpers.R
direct_lingam_search R Documentation
DirectLiNGAM search
Description
Runs DirectLiNGAM given a dataset dat. Returns the causal order
estimated from the data using the Direct LiNGAM algorithm.
Usage
direct_lingam_search(dat)
Arguments
dat
Numeric matrix. Dataset matrix with n
rows (observations) and p columns (variables).
Details
This function performs the performs pairwise~LiNGAM algorithm of Hyvarinen
and Smith (2013, JMLR) in the DirectLiNGAM framework of Shimizu et al. (2011, JMLR).
The function calls internal C++ code.
Value
Numeric vector (or NA in case of error).
The causal order estimated from the data.
nicolagnecco/causalXtreme documentation built on April 21, 2024, 4:22 a.m.
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View source: R/causal_inference_helpers.R
| direct_lingam_search | R Documentation |
DirectLiNGAM search
Description
Runs DirectLiNGAM given a dataset dat. Returns the causal order
estimated from the data using the Direct LiNGAM algorithm.
Usage
direct_lingam_search(dat)
Arguments
dat |
Numeric matrix. Dataset matrix with |
Details
This function performs the performs pairwise~LiNGAM algorithm of Hyvarinen and Smith (2013, JMLR) in the DirectLiNGAM framework of Shimizu et al. (2011, JMLR). The function calls internal C++ code.
Value
Numeric vector (or NA in case of error).
The causal order estimated from the data.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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