Assessing conditional causal effect via characteristic score
From MaRDI portal
Publication:6628020
DOI10.1002/sim.9119zbMATH Open1546.62342MaRDI QIDQ6628020
Publication date: 29 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
dimension reductionhigh dimensionalitynonparametric regressioncausal inferenceconditional causal effectsparse dimension reduction
Cites Work
- Unnamed Item
- The prognostic analogue of the propensity score
- Estimating sufficient reductions of the predictors in abundant high-dimensional regressions
- Sparse Sliced Inverse Regression Via Lasso
- Dimension reduction estimation for probability density with data missing at random when covariables are present
- On consistency and sparsity for sliced inverse regression in high dimensions
- A simple resampling method by perturbing the minimand
- Semiparametric Difference-in-Differences Estimators
- Estimation of mean response via the effective balancing score
- Model-Based Direct Adjustment
- Sliced Inverse Regression for Dimension Reduction
- Outcome‐adaptive lasso: Variable selection for causal inference
- Sure Independence Screening for Ultrahigh Dimensional Feature Space
- An Adaptive Estimation of Dimension Reduction Space
- Correcting for non-compliance in randomized trials using structural nested mean models
- Semiparametric Double Balancing Score Estimation for Incomplete Data With Ignorable Missingness
- Penalized minimum average variance estimation
- Nonstandard conditionally specified models for nonignorable missing data
- Causal Inference for Statistics, Social, and Biomedical Sciences
- Joint sufficient dimension reduction and estimation of conditional and average treatment effects
- Sparse sufficient dimension reduction
- Multiple Imputation for Model Checking: Completed‐Data Plots with Missing and Latent Data
- Covariate Balancing Propensity Score
- Impact of sufficient dimension reduction in nonparametric estimation of causal effect
This page was built for publication: Assessing conditional causal effect via characteristic score