High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables (Q6620989)

scientific article; zbMATH DE number 7928289

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English	High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables	scientific article; zbMATH DE number 7928289

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instance of

scholarly article

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title

High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables (English)

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Journal of Business and Economic Statistics

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publication date

17 October 2024

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MaRDI profile type

Publication

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cites work

Semiparametric instrumental variable estimation of treatment response models.

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Identification of Causal Effects Using Instrumental Variables

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Lasso adjustments of treatment effect estimates in randomized experiments

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Inverse Probability Tilting for Moment Condition Models with Missing Data

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Assessing the effect of an influenza vaccine in an encouragement design

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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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Robust estimation of causal effects via a high-dimensional covariate balancing propensity score

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Doubly Robust Estimation of the Local Average Treatment Effect Curve

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Doubly robust instrumental variable regression

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Correcting for non-compliance in randomized trials using structural nested mean models

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Estimation of Regression Coefficients When Some Regressors Are Not Always Observed

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Model assisted survey sampling.

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A GENERAL DOUBLE ROBUSTNESS RESULT FOR ESTIMATING AVERAGE TREATMENT EFFECTS

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A Distributional Approach for Causal Inference Using Propensity Scores

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Comment: Understanding OR, PS and DR

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Marginal and Nested Structural Models Using Instrumental Variables

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Bounded, efficient and doubly robust estimation with inverse weighting

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Regularized calibrated estimation of propensity scores with model misspecification and high-dimensional data

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Model-assisted inference for treatment effects using regularized calibrated estimation with high-dimensional data

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Q4864293

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On asymptotically optimal confidence regions and tests for high-dimensional models

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Causal Inference with Generalized Structural Mean Models

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Bias-Reduced Doubly Robust Estimation

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Independence, Monotonicity, and Latent Index Models: An Equivalence Result

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High-dimensional regression adjustments in randomized experiments

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Bounded, Efficient and Multiply Robust Estimation of Average Treatment Effects Using Instrumental Variables

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Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models

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Identifiers

zbMATH Open document ID

1547.62926

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DOI

10.1080/07350015.2021.1970575

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Mathematics Subject Classification ID

62P20

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zbMATH DE Number

7928289

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Sitelinks

Mathematics(1 entry)

mardi Publication:6620989