Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements
type: Item
instance of: scholarly article
title: Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements
zbMATH Open document ID: 1393.62131
DOI: 10.1214/17-AOAS1101
author: Christian Fong
author: Chad Hazlett
author: Kosuke Imai
published in: The Annals of Applied Statistics
publication date: 2018-06-26T00:00:00Z
full work available at URL: https://projecteuclid.org/euclid.aoas/1520564468
Mathematics Subject Classification ID: 62P25
Mathematics Subject Classification ID: 62G05
zbMATH DE Number: 6894702
zbMATH Keywords: causal inference
zbMATH Keywords: covariate balance
zbMATH Keywords: generalized propensity score
zbMATH Keywords: inverse-probability weighting
zbMATH Keywords: treatment effect
describes a project that uses: sbw
describes a project that uses: KBAL
describes a project that uses: CRAN
MaRDI profile type: Publication
cites work: Large Sample Properties of Matching Estimators for Average Treatment Effects
cites work: Globally Efficient Non-Parametric Inference of Average Treatment Effects by Empirical Balancing Calibration Weighting
cites work: Inverse Probability Tilting for Moment Condition Models with Missing Data
cites work: Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
cites work: Covariate Balancing Propensity Score
cites work: Robust Estimation of Inverse Probability Weights for Marginal Structural Models
cites work: Causal Inference With General Treatment Regimes
cites work: The role of the propensity score in estimating dose-response functions
cites work: Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
cites work: Empirical likelihood
cites work: The central role of the propensity score in observational studies for causal effects
cites work: Q1595998
cites work: Does matching overcome LaLonde's critique of nonexperimental estimators?
cites work: Matching methods for causal inference: a review and a look forward
cites work: Bounded, efficient and doubly robust estimation with inverse weighting
cites work: Covariate balancing propensity score by tailored loss functions
cites work: Stable Weights that Balance Covariates for Estimation With Incomplete Outcome Data
OpenAlex ID: W2585690194
Wikidata QID: Q130147485
description: scientific article; zbMATH DE number 6894702