Dynamic treatment regimes: technical challenges and applications (Q405345)

scientific article; zbMATH DE number 6340257

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English	Dynamic treatment regimes: technical challenges and applications	scientific article; zbMATH DE number 6340257

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instance of

scholarly article

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title

Dynamic treatment regimes: technical challenges and applications (English)

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Electronic Journal of Statistics

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publication date

5 September 2014

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full work available at URL

https://projecteuclid.org/euclid.ejs/1408540283

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describes a project that uses

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Inconsistency of the Bootstrap when a Parameter is on the Boundary of the Parameter Space

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Testing When a Parameter is on the Boundary of the Maintained Hypothesis

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Incorrect asymptotic size of subsampling procedures based on post-consistent model selection estimators

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Neural Network Learning

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Q3241581

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P Values Maximized Over a Confidence Set for the Nuisance Parameter

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Minimax estimation of the mean of a normal distribution when the parameter space is restricted

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Some asymptotic theory for the bootstrap

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Q4277836

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Estimation of the Larger of Two Normal Means

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Estimating a bounded normal mean

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Inference for optimal dynamic treatment regimes using an adaptive \(m\)-out-of-\(n\) bootstrap scheme

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Inference for non-regular parameters in optimal dynamic treatment regimes

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

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Q5326938

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A survey of limit laws for bootstrapped sums

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Q4370586

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Regret-Regression for Optimal Dynamic Treatment Regimes

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Impossibility results for nondifferentiable functionals

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OnActor-Critic Algorithms

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Introduction to empirical processes and semiparametric inference

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Interactive model building for Q-learning

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Adaptive Confidence Intervals for the Test Error in Classification

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THE FINITE-SAMPLE DISTRIBUTION OF POST-MODEL-SELECTION ESTIMATORS AND UNIFORM VERSUS NONUNIFORM APPROXIMATIONS

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Nonexistence of informative unbiased estimators in singular problems

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Q5326924

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Estimating Optimal Dynamic Regimes: Correcting Bias under the Null

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Marginal Mean Models for Dynamic Regimes

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Optimal Dynamic Treatment Regimes

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Q3093292

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The Conditional Level of the F-Test

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A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

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Addendum to ``A new approach to causal inference in mortality studies with a sustained exposure period. Application to control of the healthy worker survivor effect''

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Q4381627

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Optimal Structural Nested Models for Optimal Sequential Decisions

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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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Algorithms for Reinforcement Learning

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Semiparametric theory and missing data.

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Q5442947

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On differentiable functionals

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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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Identifiers

zbMATH Open document ID

1298.62189

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DOI

10.1214/14-EJS920

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:405345