Causal discoveries for high dimensional mixed data
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Publication:6629340
DOI10.1002/SIM.9544zbMATH Open1547.62161MaRDI QIDQ6629340
Dong Xi, Runze Li, Zhanrui Cai, Xuan Zhu
Publication date: 29 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
Cites Work
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- Extending the rank likelihood for semiparametric copula estimation
- Confidence intervals for high-dimensional inverse covariance estimation
- Sparse inverse covariance estimation with the graphical lasso
- Asymptotic normality and optimalities in estimation of large Gaussian graphical models
- Regularized rank-based estimation of high-dimensional nonparanormal graphical models
- Central limit theorem for linear spectral statistics of large dimensional Kendall's rank correlation matrices and its applications
- The max-min hill-climbing Bayesian network structure learning algorithm
- Estimating high-dimensional intervention effects from observational data
- High-dimensional consistency in score-based and hybrid structure learning
- Fast algorithms for the calculation of Kendall's \(\tau\)
- High-dimensional graphs and variable selection with the Lasso
- Causation, prediction, and search. With additional material by David Heckerman, Christopher Meek, Gregory F. Cooper and Thomas Richardson.
- The nonparanormal: semiparametric estimation of high dimensional undirected graphs
- PC algorithm for Gaussian copula graphical models
- A Nonparametric Graphical Model for Functional Data With Application to Brain Networks Based on fMRI
- Model selection and estimation in the Gaussian graphical model
- Stability Selection
- 10.1162/153244303321897717
- High Dimensional Semiparametric Latent Graphical Model for Mixed Data
- Correlation Pursuit: Forward Stepwise Variable Selection for Index Models
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