The Propensity Score with Continuous Treatments

• 14 July 2004
• book chapter
• Published by Wiley
• p. 73-84
• https://doi.org/10.1002/0470090456.ch7

Abstract

Keywords

• GENERALIZED PROPENSITY SCORE (GPS)
• BINARY TREATMENT CASE
• PROPENSITY SCORE METHODOLOGY
• CONVENTIONAL REGRESSION ESTIMATES
• WEAK UNCONFOUNDEDNESS
• MARGINAL STRUCTURAL MODEL (MSM)
• ASYMPTOTIC STANDARD ERRORS
• DOSE-RESPONSE FUNCTION