Covariate balancing for causal inference on categorical and continuous treatments

Keyphrases

• Causal Inference 100%
• Covariate Balance 100%
• Continuous Treatment 100%
• Nonparametric 33%
• Nonlinear Effects 33%
• Self-reported Health 33%
• Asymptotically Normal 33%
• Semiparametric Efficiency 33%
• Causal Effect 33%
• Parametrized 33%
• Finite Sample Properties 33%
• Asymptotic Results 33%
• Treatment Assignment 33%
• Treatment Dose 33%
• Assignment Model 33%
• Health Decline 33%
• Inverse Probability Weighting 33%
• Balancing Strategy 33%
• Outcome Model 33%
• Causal Parameters 33%

Mathematics

• Covariate 100%
• Causal Inference 100%
• Variance 50%
• Asymptotics 50%
• Causal Effect 50%
• Treatment Assignment 50%
• Continuous Case 50%
• Probability 50%