Combining observational and experimental data for causal inference considering data privacy
Fuente:
arXiv
Saved in:
| Main Authors: | Mann, Charlotte Z., Sales, Adam C., Gagnon-Bartsch, Johann A. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A General Framework for Design-Based Treatment Effect Estimation in Paired Cluster-Randomized Experiments
by: Mann, Charlotte Z., et al.
Published: (2024)
by: Mann, Charlotte Z., et al.
Published: (2024)
Practical considerations for Gaussian Process modeling for causal inference quasi-experimental studies with panel data
by: Vega, Sofia L., et al.
Published: (2025)
by: Vega, Sofia L., et al.
Published: (2025)
E-TRIALS: Empowering Data-Driven Decisions to Enhance Computer-Based Learning Platforms
by: Siedahmed, Abubakir, et al.
Published: (2025)
by: Siedahmed, Abubakir, et al.
Published: (2025)
Robust Bayesian causal estimation for causal inference in medical diagnosis
by: Basu, Tathagata, et al.
Published: (2024)
by: Basu, Tathagata, et al.
Published: (2024)
Do-search -- a tool for causal inference and study design with multiple data sources
by: Karvanen, Juha, et al.
Published: (2020)
by: Karvanen, Juha, et al.
Published: (2020)
Autoregressive models for panel data causal inference with application to state-level opioid policies
by: Antonelli, Joseph, et al.
Published: (2024)
by: Antonelli, Joseph, et al.
Published: (2024)
Leveraging text data for causal inference using electronic health records
by: Mozer, Reagan, et al.
Published: (2023)
by: Mozer, Reagan, et al.
Published: (2023)
Leveraging Large Language Models to Improve Precision in Randomized Controlled Trials
by: Lowe, Jaylin, et al.
Published: (2026)
by: Lowe, Jaylin, et al.
Published: (2026)
Connections as treatment: causal inference with edge interventions in networks
by: Chen, Shuli, et al.
Published: (2026)
by: Chen, Shuli, et al.
Published: (2026)
Projection-based two-sample inference for sparsely observed multivariate functional data
by: Koner, Salil, et al.
Published: (2023)
by: Koner, Salil, et al.
Published: (2023)
Nonparametric causal inference for optogenetics: sequential excursion effects for dynamic regimes
by: Loewinger, Gabriel, et al.
Published: (2024)
by: Loewinger, Gabriel, et al.
Published: (2024)
Bayesian nonparametric mixtures of categorical directed graphs for heterogeneous causal inference
by: Castelletti, Federico, et al.
Published: (2024)
by: Castelletti, Federico, et al.
Published: (2024)
Causal inference with dyadic data in randomized experiments
by: Li, Yilin, et al.
Published: (2025)
by: Li, Yilin, et al.
Published: (2025)
Confounder-robust causal discovery and inference in Perturb-seq using proxy and instrumental variables
by: Park, Kwangmoon, et al.
Published: (2026)
by: Park, Kwangmoon, et al.
Published: (2026)
Spatiotemporal causal inference with arbitrary spillover and carryover effects: Airstrikes and insurgent violence in the Iraq War
by: Mukaigawara, Mitsuru, et al.
Published: (2025)
by: Mukaigawara, Mitsuru, et al.
Published: (2025)
Integrating representative and non-representative survey data for efficient inference
by: Dyrkton, Nathaniel, et al.
Published: (2024)
by: Dyrkton, Nathaniel, et al.
Published: (2024)
Correcting inferences for volunteer-collected data with geospatial sampling bias
by: Lugtig, Peter, et al.
Published: (2022)
by: Lugtig, Peter, et al.
Published: (2022)
Handling missing data when estimating causal effects with Targeted Maximum Likelihood Estimation
by: Dashti, S. Ghazaleh, et al.
Published: (2021)
by: Dashti, S. Ghazaleh, et al.
Published: (2021)
Combining missing data imputation and internal validation in clinical risk prediction models
by: Mi, Junhui, et al.
Published: (2024)
by: Mi, Junhui, et al.
Published: (2024)
Causal inference and racial bias in policing: New estimands and the importance of mobility data
by: Huang, Zhuochao, et al.
Published: (2024)
by: Huang, Zhuochao, et al.
Published: (2024)
GEEPERs: Principal Stratification using Principal Scores and Stacked Estimating Equations
by: Sales, Adam C., et al.
Published: (2022)
by: Sales, Adam C., et al.
Published: (2022)
Approximate Bayesian inference for high-resolution spatial disaggregation using alternative data sources
by: Pakrashi, Anis, et al.
Published: (2024)
by: Pakrashi, Anis, et al.
Published: (2024)
Quantifying uncertainty of individualized treatment effects in right-censored survival data: A comparison of Bayesian additive regression trees and causal survival forest
by: Kabata, Daijiro, et al.
Published: (2025)
by: Kabata, Daijiro, et al.
Published: (2025)
Nonparametric efficient inference for network quantile causal effects under partial interference
by: Cheng, Chao, et al.
Published: (2026)
by: Cheng, Chao, et al.
Published: (2026)
Toward a practical handbook for choosing among causal inference methods in non-randomized studies with binary outcomes: A simulation study for applied researchers
by: Aurensanz-Crespo, Adrián, et al.
Published: (2026)
by: Aurensanz-Crespo, Adrián, et al.
Published: (2026)
Comparison of the LASSO and Integrative LASSO with Penalty Factors (IPF-LASSO) methods for multi-omics data: Variable selection with Type I error control
by: Castel, Charlotte, et al.
Published: (2024)
by: Castel, Charlotte, et al.
Published: (2024)
Retrieved dropout imputation considering administrative study withdrawal
by: Liu, Rong, et al.
Published: (2024)
by: Liu, Rong, et al.
Published: (2024)
Significant inference and confidence sets for graphical models
by: Koldanov, P. A., et al.
Published: (2025)
by: Koldanov, P. A., et al.
Published: (2025)
Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature
by: Howes, Adam, et al.
Published: (2025)
by: Howes, Adam, et al.
Published: (2025)
Gender disparities in rehospitalisations after coronary artery bypass grafting: evidence from a sparse functional causal mediation analysis of the MIMIC-IV data
by: Xu, Henan, et al.
Published: (2024)
by: Xu, Henan, et al.
Published: (2024)
Comparing causal parameters with many treatments and positivity violations
by: McClean, Alec, et al.
Published: (2024)
by: McClean, Alec, et al.
Published: (2024)
A comparison between copula-based, mixed model, and estimating equation methods for regression of bivariate correlated data
by: Sareff-Hibbert, Aydin, et al.
Published: (2024)
by: Sareff-Hibbert, Aydin, et al.
Published: (2024)
A flexible model for correlated count data, with application to multi-condition differential expression analyses of single-cell RNA sequencing data
by: Liu, Yusha, et al.
Published: (2022)
by: Liu, Yusha, et al.
Published: (2022)
Fast and flexible inference for joint models of multivariate longitudinal and survival data using Integrated Nested Laplace Approximations
by: Rustand, Denis, et al.
Published: (2022)
by: Rustand, Denis, et al.
Published: (2022)
Automated threshold selection and associated inference uncertainty for univariate extremes
by: Murphy, Conor, et al.
Published: (2023)
by: Murphy, Conor, et al.
Published: (2023)
Causal inference with a functional outcome
by: Ecker, Kreske, et al.
Published: (2023)
by: Ecker, Kreske, et al.
Published: (2023)
Bayesian inference of Latent Spectral Shapes
by: Yip, Hiu Ching, et al.
Published: (2024)
by: Yip, Hiu Ching, et al.
Published: (2024)
Multiply robust estimation for causal survival analysis with treatment noncompliance
by: Cheng, Chao, et al.
Published: (2023)
by: Cheng, Chao, et al.
Published: (2023)
Non-parametric inference on calibration of predicted risks
by: Sadatsafavi, Mohsen, et al.
Published: (2023)
by: Sadatsafavi, Mohsen, et al.
Published: (2023)
Estimating treatment effects from observational data under truncation by death using survival-incorporated quantiles
by: Xiang, Qingyan, et al.
Published: (2024)
by: Xiang, Qingyan, et al.
Published: (2024)
Similar Items
-
A General Framework for Design-Based Treatment Effect Estimation in Paired Cluster-Randomized Experiments
by: Mann, Charlotte Z., et al.
Published: (2024) -
Practical considerations for Gaussian Process modeling for causal inference quasi-experimental studies with panel data
by: Vega, Sofia L., et al.
Published: (2025) -
E-TRIALS: Empowering Data-Driven Decisions to Enhance Computer-Based Learning Platforms
by: Siedahmed, Abubakir, et al.
Published: (2025) -
Robust Bayesian causal estimation for causal inference in medical diagnosis
by: Basu, Tathagata, et al.
Published: (2024) -
Do-search -- a tool for causal inference and study design with multiple data sources
by: Karvanen, Juha, et al.
Published: (2020)