Quantile-Optimal Treatment Regimes (Q4559705)

scientific article; zbMATH DE number 6988495

Language	Label	Description	Also known as
English	Quantile-Optimal Treatment Regimes	scientific article; zbMATH DE number 6988495

Statements

instance of

scholarly article

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title

Quantile-Optimal Treatment Regimes (English)

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Journal of the American Statistical Association

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publication date

4 December 2018

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full work available at URL

http://europepmc.org/articles/pmc6223317

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zbMATH Keywords

dynamic treatment regime

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nonstandard asymptotics

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optimal treatment regime

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precision medicine

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quantile criterion

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MaRDI profile type

MaRDI publication profile

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cites work

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Inference for non-regular parameters in optimal dynamic treatment regimes

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An IV Model of Quantile Treatment Effects

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Program evaluation as a decision problem

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Statistical Treatment Choice

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Q-learning with censored data

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Regret-Regression for Optimal Dynamic Treatment Regimes

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Asymptotics for Statistical Treatment Rules

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Estimating treatment effect heterogeneity in randomized program evaluation

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On Estimation of Optimal Treatment Regimes for Maximizing <i>t</i>-Year Survival Probability

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Cube root asymptotics

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Evaluating marker-guided treatment selection strategies

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Demystifying Optimal Dynamic Treatment Regimes

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Optimal Dynamic Treatment Regimes

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Q3093292

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THE SIGNATURE OF PARTIALLY DEFINED LOCAL COEFFICIENT SYSTEMS

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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

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Performance guarantees for individualized treatment rules

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Q4381627

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Optimal Structural Nested Models for Optimal Sequential Decisions

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The central role of the propensity score in observational studies for causal effects

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Least Median of Squares Regression

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Bayesian inference for causal effects: The role of randomization

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\(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes

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Penalized Q-learning for dynamic treatment regimens

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Minimax regret treatment choice with finite samples

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

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Statistical treatment choice based on asymmetric minimax regret criteria

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

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History-Adjusted Marginal Structural Models and Statically-Optimal Dynamic Treatment Regimens

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Asymptotic Statistics

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Weak convergence and empirical processes. With applications to statistics

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\({\mathcal Q}\)-learning

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Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

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A Robust Method for Estimating Optimal Treatment Regimes

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Causal Inference on Quantiles with an Obstetric Application

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Doubly robust learning for estimating individualized treatment with censored data

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New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

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Estimating Individualized Treatment Rules Using Outcome Weighted Learning

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Identifiers

zbMATH Open document ID

1402.62294

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DOI

10.1080/01621459.2017.1330204

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:4559705