causal-inference

Documents about causal-inference

• Integrating Causal Inference into Pharmacovigilance: Target Trial Emulations for Proactive Signal Detection of Atorvastatin Initiation in Medicare Beneficiaries#438513bioRxiv / medRxiv
• The Note-Chord-Voice Framework: Structured Source Separation and Causal Inference for EV Charging Data#609185arXiv (OAI Expanded)
• Where Psychometrics Meets Econometrics: Rethinking Test-Based Impact Evaluation for Decision Makers#989278OSF
• <p>Causal inference approaches and pragmatic criteria for evidence suggestive of a causal effect during pregnancy.</p>#395089Figshare
• A Review of Causal Inference Methods for Estimating the Effects of Exposure Change when Incident Exposure Is Unobservable#120834DataCite
• Who Benefits from Dual Enrollment? The Responsiveness-Equity Alignment Problem#173490OSF
• Bayesian causal inference reveals declined proprioception, increased integration bias underlie older adults' stronger visual bias in hand position perception.#258337NCBI PubMed Central
• Multiple trajectories of proprioceptive drift in the mirror box illusion#784519Europe PMC
• An online causal inference framework for modeling and designing systems involving user preferences: a state-space approach#954972Koc University Digital Collections
• Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impact#999591arXiv (All)
• System and Method for Reliability Scoring of Proxy Metrics in Experiments#12055DataCite
• Consistency: A Critical but Often Overlooked Requirement for Causal Inference in Psychological Research#120252OSF
• When Does Gene Regulatory Network Inference Break? A Controlled Diagnostic Study of Causal and Correlational Methods on Single-Cell Data#158573arXiv CS
• Refining interconnected pathways: Feedback loops and triangulation#188795OSF
• ALGORITHMIC IMPACTS IN RIDE-HAILING: ESTIMATION OF CONGESTION EFFECTS AND BEHAVIORAL TIPPING EFFECTS#235576ScholarBank@NUS
• Replication Data and Code for: On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models#249489Borealis Dataverse OAI Archive
• Statistique bayésienne appliquée en sciences humaines et sociales#254215HAL (France)
• Treatment Effect Heterogeneity, Propensity Score Methods, and Generalizing Experimental Results#372260OSF
• How and for Whom Do Perinatal Depression Interventions Work in LMICs? A Causal Inference and Machine Learning Analysis of Socioeconomic and Psychosocial Drivers#406834OSF
• Models as Prediction Machines: How to Convert Confusing Coefficients Into Clear Quantities#123726OSF
• The Association Between Oral Microbiota and Chronic Obstructive Pulmonary Disease: An Integrated Study of Genetic Causal Inference and Bioinformatics Analysis#158294bioRxiv / medRxiv
• SLA or Nay? The Impact of Discretionary Licensing Schemes in Bristol City Center#181074OSF
• Accounting for Compositional Bias in Unexpected Event During Survey Designs#446624OSF
• Exploring China's Clean Air Act and associated cardiovascular disease risk: a prospective, quasi-experimental, and causal inference modelling study.#637076PubMed
• Empirical Studies Test Study-Specific Propositions, Not General Theories Directly#453259OSF
• Using large language models as a source of human behavioral data in social science experiments#16410OSF
• Methodological issues and recommendations in the Mendelian randomization study of cervical cancer#188797OSF
• From Prompts to Constructs: A Dual-Validity Framework for Large Language Model Research in Psychology#459195OSF
• Estimating Effects of Time-Varying Special Education Regimes Using Targeted Maximum Likelihood#989262OSF
• The Association Between Oral Microbiota and Chronic Obstructive Pulmonary Disease: An Integrated Study of Genetic Causal Inference and Bioinformatics Analysis#161677Unpaywall
• Beyond Description: Causal Inference for Life-Course Trajectories Using Sequence Analysis and G-Computation#209791OSF
• Estimating Effects of Time-Varying Special Education Regimes Using Targeted Maximum Likelihood#989410PsyArXiv
• Stable Central Limit Theorems for Discrete-Time Lag Martingale Difference Arrays: Applications to Dynamic Causal Inference#998031arXiv (All)
• A Three-Stage Causal Root-Cause Diagnostic Protocol for Nonstationary Industrial Time Series Data#400099ODU Digital Commons
• Meta-Analysis on Implementation and Outcomes of Mental Health Awareness Programmes in Nigerian Universities#187207Zenodo (CERN)
• From ideal experiments to ideal research designs: What they are and why they are helpful#255918OSF
• From ideal experiments to ideal research designs: What they are and why they are helpful#255919OSF
• Why forests can mitigate floods of all sizes: Evaluating the scientific basis for forest-based flood mitigation#257191Europe PMC
• Assessing the impact of tourist attractions through the integration of causal inference and demand-side economic analysis: A case study of the Sensoria experience museum in Holzminden, Germany#920923arXiv (OAI Expanded)
• Assessing the impact of tourist attractions through the integration of causal inference and demand-side economic analysis: A case study of the Sensoria experience museum in Holzminden, Germany#925157arXiv (All)
• Real-World Body Composition and Blood Pressure Changes Following Glucagon-Like Peptide 1 Receptor Agonist Initiation: A Causal Inference Study of Connected Device Data.#975864NCBI PubMed Central
• A Spatiotemporal, Quasi-experimental Causal Inference Approach to Characterize the Effects of Global Plastic Waste Export and Burning on Air Quality Using Remotely Sensed Data#163100arXiv (OAI)
• The Impact of Screen Time and Social Media Use on Adolescent Wellbeing: An Instrumental Variable Analysis#196207OSF
• Analysing the causal effect of London cycle superhighways on traffic congestion#379302Spiral
• Latent Structure in Cancer Genomics: Methods for Reproducibility, Computational Efficiency, and Causality#643870Harvard DASH
• The Continuous Evidence Generation Protocol: Two-Stage Validation (RWE → Pragmatic Trials)#177775Zenodo (CERN)
• Advancing and Applying Modern Counterfactual Analysis in Public Economics and Policy Analysis#256138STORRE
• DEVELOPING JUST-IN-TIME ADAPTIVE INTERVENTIONS IN MOBILE HEALTH USING LONGITUDINAL ZERO-INFLATED COUNT AND FACTORIAL DATA#348235ScholarBank@NUS
• Why the Big Five Personality Traits Are Composites, not Common Causes: Implications for Measurement, Prediction, and Causal Inference#121559OSF
• Optimocracy: Causal Inference on Cross-Jurisdictional Policy Data to Maximize Median Health and Wealth#161115Zenodo (CERN)