Discovery and Inference of a Causal Network with Hidden Confounding
From MaRDI portal
Publication:6651361
DOI10.1080/01621459.2023.2261658MaRDI QIDQ6651361
Chunlin Li, Li Chen, Unnamed Author, Xiaotong Shen
Publication date: 10 December 2024
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Cites Work
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- Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting
- Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs
- Penalized Estimation of Directed Acyclic Graphs From Discrete Data
- Valid post-selection inference
- Learning high-dimensional directed acyclic graphs with latent and selection variables
- Simultaneous analysis of Lasso and Dantzig selector
- High-dimensional graphs and variable selection with the Lasso
- Identification of Causal Effects Using Instrumental Variables
- Likelihood-Based Selection and Sharp Parameter Estimation
- Right Singular Vector Projection Graphs: Fast High Dimensional Covariance Matrix Estimation under Latent Confounding
- Likelihood Ratio Tests for a Large Directed Acyclic Graph
- Robust Causal Structure Learning with Some Hidden Variables
- On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments
- Identifiability of Gaussian structural equation models with equal error variances
- Constrained likelihood for reconstructing a directed acyclic Gaussian graph
- Functional Structural Equation Model
- Testing Mediation Effects Using Logic of Boolean Matrices
- Sequential pathway inference for multimodal neuroimaging analysis
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