Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile Balancing (Q6185563)

scientific article; zbMATH DE number 7784935

Language	Label	Description	Also known as
English	Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile Balancing	scientific article; zbMATH DE number 7784935

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instance of

scholarly article

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title

Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile Balancing (English)

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Journal of the American Statistical Association

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publication date

8 January 2024

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full work available at URL

https://arxiv.org/abs/2102.04543

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zbMATH Keywords

partial identification: quantile regression

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unobserved confounding

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MaRDI profile type

MaRDI publication profile

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cites work

Interval estimation of population means under unknown but bounded probabilities of sample selection

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Generalized random forests

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Policy Learning With Observational Data

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Conditional quantile processes based on series or many regressors

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Sharp Identification Regions in Models With Convex Moment Predictions

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Kernel and nearest-neighbor estimation of a conditional quantile

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Pattern–Mixture and Selection Models for Analysing Longitudinal Data with Monotone Missing Patterns

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Multivariate regression models for panel data

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Double/debiased machine learning for treatment and structural parameters

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Making Sense of Sensitivity: Extending Omitted Variable Bias

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On the Fundamental Lemma of Neyman and Pearson

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Flexible Sensitivity Analysis for Observational Studies Without Observable Implications

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Efficiency Bounds for Missing Data Models With Semiparametric Restrictions

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The elements of statistical learning. Data mining, inference, and prediction

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Conditional moment models with data missing at random

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Calibrating Sensitivity Analyses to Observed Covariates in Observational Studies

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Effect Modification and Design Sensitivity in Observational Studies

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Estimation and Testing of the Union Wage Effect Using Panel Data

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Regression Quantiles

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Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects

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Identification of Treatment Effects Under Conditional Partial Independence

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Q3093378

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Shape-constrained partial identification of a population mean under unknown probabilities of sample selection

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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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Q4494192

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Estimation of Regression Coefficients When Some Regressors Are Not Always Observed

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Sensitivity analysis for certain permutation inferences in matched observational studies

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Covariance adjustment in radomized experiments and observational studies

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Design of observational studies

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On asymptotically efficient estimation in semiparametric models

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Consistent nonparametric regression. Discussion

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A Distributional Approach for Causal Inference Using Propensity Scores

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Sample-constrained partial identification with application to selection bias

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Bounds on the conditional and average treatment effect with unobserved confounding factors

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Sensitivity Analysis for Inverse Probability Weighting Estimators via the Percentile Bootstrap

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Identifiers

arXiv ID

2102.04543

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DOI

10.1080/01621459.2022.2069572

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:6185563