The Propensity Score with Continuous Treatments

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family

Volumn , Issue , 2005, Pages 73-84

  Hirano, Keisuke ^a   Imbens, Guido W ^b  

^a UNIVERSITY OF ARIZONA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Asymptotic standard errors; Binary treatment case; Conventional regression estimates; Dose response function; Generalized propensity score (GPS); Marginal structural model (MSM); Propensity score methodology; Weak unconfoundedness

Indexed keywords

DOSE-RESPONSE FUNCTIONS; PROPENSITY SCORE; REGRESSION ESTIMATES; STANDARD ERRORS; STRUCTURAL MODELING; WEAK UNCONFOUNDEDNESS;

EID: 84987736345     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/0470090456.ch7     Document Type: Chapter

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