causal-inference

Documents about causal-inference

• Diagnostic Tools in Missing Data and Causal Inference on Time Series#643747Harvard DASH
• APPLYING CAUSAL INFERENCE METHODS TO GYNECOLOGIC AND CARDIOVASCULAR HEALTH#929335ScholarlyCommons
• Bounding Causal Effects in Pretest-Posttest Designs with a Control Group#654152PsyArXiv
• The mathematical machinery of causal inference: from data to decision advantage#78232PhilArchive
• New Causal Inference Methods for Cluster-Randomized Trials with Postrandomization Selection Bias#275150NCBI Bookshelf
• MIARO — Epilogue: Limits of Origin Inference and the Persistence of Causal Asymmetry#705045PhilArchive
• Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference#788617arXiv (OAI Expanded)
• Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference#792617arXiv (All)
• Causal Inference for Heterogeneous Extreme Quantiles with Heavy-Tailed Outcomes#926797arXiv (All)
• Temporal-Causal Inference for Reinforcement Learning via Automata Learning#984382arXiv (All)
• Causal Meta-Analysis: Rethinking the Foundations of Evidence-Based Medicine#391985HAL (France)
• Data Management and Sharing Plan for: Causal Inference in Infectious Disease Prevention Studies#216166UNC Dataverse Dataverse OAI Archive
• Characterizing Signalling: Connections between Causal Inference and Space-time Geometry#235265HAL (France)
• Causal inference for time series datasets with partially overlapping variables.#247650NCBI PubMed Central
• Privacy-Preserving Matching for Federated Causal Inference in Multicentre Patient Cohorts#459898bioRxiv / medRxiv
• The Credibility Revolution in Political Science#477858OSF
• Optimal Control Variates for Survey Sampling and Causal Inference#628294arXiv (OAI Expanded)
• Optimal Control Variates for Survey Sampling and Causal Inference#630156arXiv (All)
• Measurement Error-Robust Causal Inference via Constructed Instrumental Variables#633195arXiv (OAI Expanded)
• Measurement Error-Robust Causal Inference via Constructed Instrumental Variables#635544arXiv (All)
• No Inference Necessary: Kant’s Account of the Experience of a Causal Connection#688134PhilArchive
• Social cognition as causal inference: implications for common knowledge and autism#740378PhilArchive
• COSTA: Covariance-Optimized Design and Causal Inference under Network-Temporal Interference#822439arXiv (All)
• The Optimal Policy Generator: A Causal Inference Protocol for Maximizing Median Health and Wealth Through Public Policy#210142Zenodo (CERN)
• Are Predictive Models Epistemically Superior to Causal Ones?#627392Zenodo (CERN)
• Bounding Causal Effects in Pretest-Posttest Designs with a Control Group#646395OSF
• Causal effects of multiple sclerosis therapies in left-truncated registry data#684682Europe PMC
• Any way the wind blows: children's inferences about force and motion events#955795Koc University Digital Collections
• Distilling noise characteristics and prior expectations in multisensory causal inference.#170729NCBI PubMed Central
• Causal inference in real-world dementia research: a systematic review protocol.#242149NCBI PubMed Central
• Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs#259466arXiv CS
• CausalMix: Data Mixture as Causal Inference for Language Model Training#329082arXiv CS
• Causal Inference for Sequential Settings under Interference and Latent Confounding#373395arXiv CS
• Leveraging Generative Artificial Intelligence for Causal Inference with Unstructured Data#611325arXiv (OAI Expanded)
• Leveraging Generative Artificial Intelligence for Causal Inference with Unstructured Data#612802arXiv (All)
• Causal inference with staggered entries and effects that change over calendar time#797907arXiv (OAI Expanded)
• Causal inference with staggered entries and effects that change over calendar time#799330arXiv (All)
• On the limitations of causal inference with current-treatment Cox models#1012011arXiv (All)
• Causal Inference for Quantifying Noisy Neighbor Effects in Multi-Tenant Cloud Environments#2526arXiv CS
• Flexible Nonparametric Inference for Causal Effects under the Front-Door Model#189026arXiv
• Flexible Nonparametric Inference for Causal Effects under the Front-Door Model#189076arXiv Biology
• Flexible Nonparametric Inference for Causal Effects under the Front-Door Model#189126arXiv (OAI Expanded)
• Flexible Nonparametric Inference for Causal Effects under the Front-Door Model#189176arXiv (OAI)
• LagCI Enables Inference of Temporal Causal Relationships from Dense Multi-Omic Time Series#192325bioRxiv / medRxiv
• Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence#321834arXiv CS
• Re-evaluating causal inference: Bias reduction in confounder-effect modifier scenarios.#412204NCBI PubMed Central
• SVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery#429374arXiv CS
• Quantitative comparison of causal inference methods for climate tipping points#454369edoc-Server
• The Credibility Revolution in Political Science#486036SocArXiv
• A causal reinforcement learning framework for reliable gene regulatory network inference.#610314NCBI PubMed Central