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scientific article; zbMATH DE number 7626801

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7626801

Statements

scholarly article

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publication date

6 December 2022

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full work available at URL

https://arxiv.org/abs/2111.03908

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https://jmlr.csail.mit.edu/papers/v22/21-0383.html

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zbMATH Keywords

A/B testing

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qualitative treatment effects

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sequential monitoring

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adaptive randomization

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online updating

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MaRDI profile type

MaRDI publication profile

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Inference Based on Conditional Moment Inequalities

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Nonparametric inference based on conditional moment inequalities

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Multiscale adaptive inference on conditional moment inequalities

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Recursive partitioning for heterogeneous causal effects

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Some new asymptotic theory for least squares series: pointwise and uniform results

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Exponential inequalities for self-normalized martingales with applications

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Nonparametric estimation of a regression function

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Nonparametric tests of conditional treatment effects with an application to single-sex schooling on academic achievements

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Optimal uniform convergence rates and asymptotic normality for series estimators under weak dependence and weak conditions

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Optimal sup-norm rates and uniform inference on nonlinear functionals of nonparametric IV regression

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Intersection Bounds: Estimation and Inference

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Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings

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Gaussian approximation of suprema of empirical processes

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Testing for Qualitative Interactions between Treatment Effects and Patient Subsets

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Consistent tests for conditional treatment effects

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Projection estimation in multiple regression with application to functional ANOVA models

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Discrete Sequential Boundaries for Clinical Trials

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Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy

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An almost sure Invariance Principle for Hilbert Space Valued Martingales

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Performance guarantees for individualized treatment rules

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A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects

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Optimal global rates of convergence for nonparametric regression

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Weak convergence and empirical processes. With applications to statistics

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Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

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Jackknife, bootstrap and other resampling methods in regression analysis

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Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

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Strong approximations of martingale vectors and their applications in Markov-chain adaptive designs

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Identifiers

Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5053326

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