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Causal Inference with Missing Exposures and Missing Outcomes
Arxiv
0+阅读 · 6月16日
Kernel-Based Functional Balancing for Causal Inference with Compositional Treatments
Arxiv
0+阅读 · 6月15日
Bounding Causal Effects for Ordinal Outcomes Under Positive Dependence
Arxiv
0+阅读 · 6月14日
Causal Sufficient Dimension Reduction for Multiple Continuous Exposures with an Application to Environmental Mixtures
Arxiv
0+阅读 · 6月12日
A novel decomposition to explain heterogeneity in observational and randomized studies of causality
Arxiv
0+阅读 · 6月8日
On the Impossibility of Specification Testing of Interference Models Based on Exposure Mappings
Arxiv
0+阅读 · 6月4日
Beyond Means: Topological Causal Effects under Persistent-Homology Ignorability
Arxiv
0+阅读 · 6月4日
Generalizing causal effects with noncompliance: Application to deep canvassing experiments
Arxiv
0+阅读 · 6月6日
Estimate Collapsibility of Causal Effects in Completed Partial DAGs via Strong d-Convex Hulls
Arxiv
0+阅读 · 6月8日
Scalable Counterfactual Risk Estimation for Rare Events in Longitudinal Data
Arxiv
0+阅读 · 6月1日
Debiased inference for stochastic treatment interventions with survival outcomes
Arxiv
0+阅读 · 5月29日
Causal Density Functions
Arxiv
0+阅读 · 5月30日
A longitudinal Bayesian framework for estimating causal dose-response relationships
Arxiv
0+阅读 · 6月1日
Causal inference in connected populations with contagion
Arxiv
0+阅读 · 5月29日
Beyond principal ignorability: Nonparametric sensitivity bounds for principal stratification
Arxiv
0+阅读 · 6月1日
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