scientific article; zbMATH DE number 7370619
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Publication:4999036
Sion Park, Jong-June Jeon, Gunwoong Park, Sang Jun Moon
Publication date: 9 July 2021
Full work available at URL: https://jmlr.csail.mit.edu/papers/v22/20-1005.html
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Bayesian networksdirected acyclic graph\(\ell_1\)-regularizationstructure learninglinear structural equation modelcausal learning
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Densely connected sub-Gaussian linear structural equation model learning via \(\ell_1\)- and \(\ell_2\)-regularized regressions ⋮ Computationally Efficient Learning of Gaussian Linear Structural Equation Models with Equal Error Variances ⋮ Robust estimation of Gaussian linear structural equation models with equal error variances
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Cites Work
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- Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs
- Geometry of the faithfulness assumption in causal inference
- Statistical significance in high-dimensional linear models
- CAM: causal additive models, high-dimensional order search and penalized regression
- Learning high-dimensional Gaussian linear structural equation models with heterogeneous error variances
- High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression
- High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence
- Identifiability of Gaussian linear structural equation models with homogeneous and heterogeneous error variances
- High-dimensional graphs and variable selection with the Lasso
- On Graphical Models via Univariate Exponential Family Distributions
- PC algorithm for Gaussian copula graphical models
- High-dimensional learning of linear causal networks via inverse covariance estimation
- Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
- Nonparametric Estimation of Triangular Simultaneous Equations Models
- Variance Estimation Using Refitted Cross-Validation in Ultrahigh Dimensional Regression
- Bayesian Networks in R
- On causal discovery with an equal-variance assumption
- Identifiability of Gaussian structural equation models with equal error variances
- Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models
