Second-order inference for the mean of a variable missing at random

DOI10.1515/IJB-2015-0031MaRDI QIDQ6632737

Marco Carone, Mark J. Van der Laan, Iván Díaz

Publication date: 5 November 2024

Published in: The International Journal of Biostatistics (Search for Journal in Brave)

zbMATH Keywords

missing at randomasymptotic linearityefficient influence curvetargeted maximum likelihood estimation (TMLE)higher-order influence curve

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Doubly Robust Estimation in Missing Data and Causal Inference Models
• Second-order asymptotic theory for calibration estimators in sampling and missing-data problems
• Quadratic semiparametric von Mises calculus
• Semiparametric minimax rates
• Multivariate plug-in bandwidth selection
• The central role of the propensity score in observational studies for causal effects
• Asymptotic Statistics
• Super Learner
• Targeted estimation of nuisance parameters to obtain valid statistical inference
• Targeted maximum likelihood estimation using exponential families
• Targeted maximum likelihood learning
• Collaborative double robust targeted maximum likelihood estimation
• The relative performance of targeted maximum likelihood estimators

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