Instrumental Variable Approach to Estimating Individual Causal Effects in N-of-1 Trials: Application to ISTOP Study
Fuente:
arXiv
Guardado en:
| Autores principales: | Qu, Kexin, Schmid, Christopher H., Liu, Tao |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Marginal Causal Effect Estimation with Continuous Instrumental Variables
por: Dong, Mei, et al.
Publicado: (2025)
por: Dong, Mei, et al.
Publicado: (2025)
Instrumental Variable Estimation of Distributional Causal Effects
por: Kook, Lucas, et al.
Publicado: (2024)
por: Kook, Lucas, et al.
Publicado: (2024)
Choosing the Right Approach at the Right Time: A Comparative Analysis of Causal Effect Estimation using Confounder Adjustment and Instrumental Variables
por: Zawadzki, Roy S., et al.
Publicado: (2023)
por: Zawadzki, Roy S., et al.
Publicado: (2023)
Identifying Causal Effects Using Instrumental Variables from the Auxiliary Dataset
por: Shuai, Kang, et al.
Publicado: (2023)
por: Shuai, Kang, et al.
Publicado: (2023)
Causal Effect Estimation with Learned Instrument Representations
por: Dean, Frances, et al.
Publicado: (2026)
por: Dean, Frances, et al.
Publicado: (2026)
Non-parametric Replication of Instrumental Variable Estimates Across Studies
por: Zawadzki, Roy S., et al.
Publicado: (2024)
por: Zawadzki, Roy S., et al.
Publicado: (2024)
Identifiability of Sparse Causal Effects using Instrumental Variables
por: Pfister, Niklas, et al.
Publicado: (2022)
por: Pfister, Niklas, et al.
Publicado: (2022)
Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
por: Chernozhukov, Victor, et al.
Publicado: (2024)
por: Chernozhukov, Victor, et al.
Publicado: (2024)
Measurement Error-Robust Causal Inference via Constructed Instrumental Variables
por: Miles, Caleb H., et al.
Publicado: (2024)
por: Miles, Caleb H., et al.
Publicado: (2024)
A Doubly Robust Instrumental Variable Approach for Estimating Average Treatment Effects in Time-to-Event Data with Unmeasured Confounding: Application to Real-World Data on ICU Patients with Septic Shock
por: Li, Runjia, et al.
Publicado: (2025)
por: Li, Runjia, et al.
Publicado: (2025)
Identification and Debiased Learning of Causal Effects with General Instrumental Variables
por: Chen, Shuyuan, et al.
Publicado: (2025)
por: Chen, Shuyuan, et al.
Publicado: (2025)
Quantifying Omitted Variable Bias in Nonlinear Instrumental Variable Estimators
por: Yen, Yu-Min
Publicado: (2026)
por: Yen, Yu-Min
Publicado: (2026)
Beyond Conditional Averages: Estimating The Individual Causal Effect Distribution
por: Post, Richard, et al.
Publicado: (2022)
por: Post, Richard, et al.
Publicado: (2022)
Bayesian Model Averaging in Causal Instrumental Variable Models
por: Steiner, Gregor, et al.
Publicado: (2025)
por: Steiner, Gregor, et al.
Publicado: (2025)
Bounding Causal Effects with Leaky Instruments
por: Watson, David S., et al.
Publicado: (2024)
por: Watson, David S., et al.
Publicado: (2024)
Nonparametric Estimation of Local Treatment Effects with Continuous Instruments
por: Zeng, Zhenghao, et al.
Publicado: (2025)
por: Zeng, Zhenghao, et al.
Publicado: (2025)
The Multiplicative Instrumental Variable Model
por: Liu, Jiewen, et al.
Publicado: (2025)
por: Liu, Jiewen, et al.
Publicado: (2025)
Fundamental Limits and Optimal Methods for Sharp Analytical Causal Bounds in Instrumental Variable Models
por: Boushehrian, Arefe, et al.
Publicado: (2026)
por: Boushehrian, Arefe, et al.
Publicado: (2026)
Micro-randomized Trials with Categorical Treatments: Causal Effect Estimation and Sample Size Calculation
por: Lin, Jeremy, et al.
Publicado: (2025)
por: Lin, Jeremy, et al.
Publicado: (2025)
On Doubly Robust Estimation with Nonignorable Missing Data Using Instrumental Variables
por: Sun, Baoluo, et al.
Publicado: (2023)
por: Sun, Baoluo, et al.
Publicado: (2023)
An Instrumental Variable Estimator for Mixed Indicators: Analytic Derivatives and Alternative Parameterizations
por: Fisher, Zachary F., et al.
Publicado: (2019)
por: Fisher, Zachary F., et al.
Publicado: (2019)
Mining Causality: AI-Assisted Search for Instrumental Variables
por: Han, Sukjin
Publicado: (2024)
por: Han, Sukjin
Publicado: (2024)
Causal Estimation and Inference in Nonlinear Mendelian Randomization Studies
por: Wang, Xinpei, et al.
Publicado: (2024)
por: Wang, Xinpei, et al.
Publicado: (2024)
The Multiplicative Quasi-Instrumental Variable Model
por: Liu, Jiewen, et al.
Publicado: (2026)
por: Liu, Jiewen, et al.
Publicado: (2026)
Double Variable Importance Matching to Estimate Distinct Causal Effects on Event Probability and Timing
por: Li, Yuqi, et al.
Publicado: (2026)
por: Li, Yuqi, et al.
Publicado: (2026)
Doubly Robust Estimation of Causal Excursion Effects in Micro-Randomized Trials with Missing Longitudinal Outcomes
por: Yu, Jiaxin, et al.
Publicado: (2024)
por: Yu, Jiaxin, et al.
Publicado: (2024)
Iterative Estimation of Nonparametric Regressions with Continuous Endogenous Variables and Discrete Instruments
por: Centorrino, Samuele, et al.
Publicado: (2019)
por: Centorrino, Samuele, et al.
Publicado: (2019)
A Unified Approach for Estimating Various Treatment Effects in Causal Inference
por: Wu, Kuan-Hsun, et al.
Publicado: (2025)
por: Wu, Kuan-Hsun, et al.
Publicado: (2025)
Stratification-based Instrumental Variable Analysis Framework for Nonlinear Effect Analysis
por: Tian, Haodong, et al.
Publicado: (2025)
por: Tian, Haodong, et al.
Publicado: (2025)
Optimal Instrument Selection using Bayesian Model Averaging for Model Implied Instrumental Variable Two Stage Least Squares Estimators
por: Henry, Teague R., et al.
Publicado: (2018)
por: Henry, Teague R., et al.
Publicado: (2018)
On Quantile Treatment Effects, Rank Similarity,and Variation of Instrumental Variables
por: Han, Sukjin, et al.
Publicado: (2025)
por: Han, Sukjin, et al.
Publicado: (2025)
Nested Instrumental Variables Analysis: Switcher Average Treatment Effect, Identification, Efficient Estimation and Generalizability
por: Wang, Rui, et al.
Publicado: (2024)
por: Wang, Rui, et al.
Publicado: (2024)
Sensitivity Analysis of Inverse Probability Weighting Estimators of Causal Effects in Observational Studies with Multivalued Treatments
por: Basit, Md Abdul, et al.
Publicado: (2023)
por: Basit, Md Abdul, et al.
Publicado: (2023)
Instrumental Variable methods to target Hypothetical Estimands with longitudinal repeated measures data: Application to the STEP 1 trial
por: Bowden, Jack, et al.
Publicado: (2024)
por: Bowden, Jack, et al.
Publicado: (2024)
Individualized Causal Effects under Network Interference with Combinatorial Treatments
por: Lu, Yunping, et al.
Publicado: (2026)
por: Lu, Yunping, et al.
Publicado: (2026)
Estimation of the Number Needed to Treat, the Number Needed to be Exposed, and the Exposure Impact Number with Instrumental Variables
por: Vancak, Valentin, et al.
Publicado: (2023)
por: Vancak, Valentin, et al.
Publicado: (2023)
A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
por: Słoczyński, Tymon, et al.
Publicado: (2026)
por: Słoczyński, Tymon, et al.
Publicado: (2026)
Direct Estimation for Commonly Used Pattern-Mixture Models in Clinical Trials
por: Lou, Jitong, et al.
Publicado: (2024)
por: Lou, Jitong, et al.
Publicado: (2024)
Estimation of Policy-Relevant Causal Effects in the Presence of Interference with an Application to the Philadelphia Beverage Tax
por: Hettinger, Gary, et al.
Publicado: (2023)
por: Hettinger, Gary, et al.
Publicado: (2023)
Causal Effect Estimation using identifiable Variational AutoEncoder with Latent Confounders and Post-Treatment Variables
por: Xie, Yang, et al.
Publicado: (2024)
por: Xie, Yang, et al.
Publicado: (2024)
Ejemplares similares
-
Marginal Causal Effect Estimation with Continuous Instrumental Variables
por: Dong, Mei, et al.
Publicado: (2025) -
Instrumental Variable Estimation of Distributional Causal Effects
por: Kook, Lucas, et al.
Publicado: (2024) -
Choosing the Right Approach at the Right Time: A Comparative Analysis of Causal Effect Estimation using Confounder Adjustment and Instrumental Variables
por: Zawadzki, Roy S., et al.
Publicado: (2023) -
Identifying Causal Effects Using Instrumental Variables from the Auxiliary Dataset
por: Shuai, Kang, et al.
Publicado: (2023) -
Causal Effect Estimation with Learned Instrument Representations
por: Dean, Frances, et al.
Publicado: (2026)