Targeted maximum likelihood estimation using exponential families

DOI10.1515/IJB-2014-0039MaRDI QIDQ6637132

Could not fetch data.

Publication date: 13 November 2024

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

zbMATH Keywords

convex optimizationexponential familyTMLE

Mathematics Subject Classification ID

Could not fetch data.

Cites Work

• Title not available (Why is that?)
• Doubly Robust Estimation in Missing Data and Causal Inference Models
• Population Intervention Causal Effects Based on Stochastic Interventions
• Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
• Comment: Performance of double-robust estimators when ``inverse probability weights are highly variable
• An interior point algorithm for nonlinear quantile regression
• Asymptotic Statistics
• An Application of Targeted Maximum Likelihood Estimation to the Meta‐Analysis of Safety Data
• A Family of Variable-Metric Methods Derived by Variational Means
• A new approach to variable metric algorithms
• The Convergence of a Class of Double-rank Minimization Algorithms 1. General Considerations
• Conditioning of Quasi-Newton Methods for Function Minimization
• Targeted maximum likelihood learning
• A targeted maximum likelihood estimator of a causal effect on a bounded continuous outcome
• Targeted maximum likelihood estimation of the parameter of a marginal structural model
• The relative performance of targeted maximum likelihood estimators
• A general implementation of TMLE for longitudinal data applied to causal inference in survival analysis

Related Items (2)

Data-adaptive bias-reduced doubly robust estimation ⋮ Second-order inference for the mean of a variable missing at random

This page was built for publication: Targeted maximum likelihood estimation using exponential families

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6637132)