Identification of Local Causal Effects with Missing Outcome Values and an Instrument for Non Response

DOI10.1080/03610926.2013.823206zbMath1301.62030OpenAlexW2003807620MaRDI QIDQ5419326

Fabrizia Mealli, Alessandra Mattei, Barbara Pacini

Publication date: 6 June 2014

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2013.823206

zbMATH Keywords

causal inferenceprincipal stratificationinstrument variablesnonignorable missing outcomes

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Foundations and philosophical topics in statistics (62A01) Statistical ranking and selection procedures (62F07)

Cites Work

• Unnamed Item
• Nonparametric IV estimation of local average treatment effects with covariates
• Bayesian inference for causal effects: The role of randomization
• Partial identification of probability distributions.
• Principal Stratification in Causal Inference
• Estimation of Causal Effects in Latent Strata with an Encouragement for Response
• Inference and missing data
• Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes
• Estimating Outcome Distributions for Compliers in Instrumental Variables Models
• Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification

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