Fairness-Oriented Learning for Optimal Individualized Treatment Rules (Q6077567)

scientific article; zbMATH DE number 7751804

Language	Label	Description	Also known as
English	Fairness-Oriented Learning for Optimal Individualized Treatment Rules	scientific article; zbMATH DE number 7751804

Statements

instance of

scholarly article

0 references

title

Fairness-Oriented Learning for Optimal Individualized Treatment Rules (English)

0 references

published in

Journal of the American Statistical Association

0 references

publication date

18 October 2023

0 references

full work available at URL

https://figshare.com/articles/dataset/Fairness-Oriented_Learning_for_Optimal_Individualized_Treatment_Rules/17064129

0 references

zbMATH Keywords

individualized treatment regime

0 references

nonconvex problem

0 references

quantile

0 references

MaRDI profile type

MaRDI publication profile

0 references

cites work

Inferring Optimal Peer Assignment From Experimental Data

0 references

Inferring welfare maximizing treatment assignment under budget constraints

0 references

Analysis of randomized comparative clinical trial data for personalized treatment selections

0 references

Statistical methods for dynamic treatment regimes. Reinforcement learning, causal inference, and personalized medicine

0 references

Inference for non-regular parameters in optimal dynamic treatment regimes

0 references

Causal Mediation Analysis for Stochastic Interventions

0 references

Targeted learning in data science. Causal inference for complex longitudinal studies

0 references

Statistical Treatment Choice

0 references

Q-learning with censored data

0 references

Regret-Regression for Optimal Dynamic Treatment Regimes

0 references

Asymptotics for Statistical Treatment Rules

0 references

Estimating treatment effect heterogeneity in randomized program evaluation

0 references

Nonparametric Causal Effects Based on Incremental Propensity Score Interventions

0 references

Adaptive Treatment Strategies in Practice

0 references

Dynamic treatment regimes: technical challenges and applications

0 references

Learning Optimal Distributionally Robust Individualized Treatment Rules

0 references

Demystifying Optimal Dynamic Treatment Regimes

0 references

Optimal Dynamic Treatment Regimes

0 references

Estimation of Individualized Decision Rules Based on an Optimized Covariate-Dependent Equivalent of Random Outcomes

0 references

Optimal Individualized Decision Rules Using Instrumental Variable Methods

0 references

Q4381627

0 references

Optimal Structural Nested Models for Optimal Sequential Decisions

0 references

Bayesian inference for causal effects: The role of randomization

0 references

Penalized Q-learning for dynamic treatment regimens

0 references

On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed

0 references

Fast rates for support vector machines using Gaussian kernels

0 references

Adaptive contrast weighted learning for multi‐stage multi‐treatment decision‐making

0 references

Statistical treatment choice based on asymmetric minimax regret criteria

0 references

Selecting Therapeutic Strategies Based on Efficacy and Death in Multicourse Clinical Trials

0 references

Quantile-Optimal Treatment Regimes

0 references

Learning Optimal Personalized Treatment Rules in Consideration of Benefit and Risk: With an Application to Treating Type 2 Diabetes Patients With Insulin Therapies

0 references

\({\mathcal Q}\)-learning

0 references

A Robust Method for Estimating Optimal Treatment Regimes

0 references

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

0 references

Doubly robust learning for estimating individualized treatment with censored data

0 references

Identifiers

DOI

10.1080/01621459.2021.2008402

0 references

Mathematics Subject Classification ID

0 references

0 references

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:6077567