Sensitivity analysis of G-estimators to invalid instrumental variables

Keyphrases

• Sensitivity Analysis 100%
• G-estimators 100%
• Invalid Instrumental Variables 100%
• Nonlinear Model 40%
• Exogeneity 40%
• Observational Data 20%
• Simulation Study 20%
• Parameter Estimation 20%
• Causal Inference 20%
• Subject Matter Knowledge 20%
• Parameter Sensitivity 20%
• Assumption Violation 20%
• Instrumental Variable Regression 20%
• Unmeasured Confounders 20%

Mathematics

• Nonlinear Model 100%
• Simulation Study 50%
• Real-World Data 50%
• Confounders 50%
• Observational Data 50%
• Estimated Parameter 50%
• Causal Inference 50%
• Assumption Violation 50%