- Doubly Robust Estimation of the Local Average Treatment Effect Curve🔍
- Doubly robust estimation of the local average treatment effect curve🔍
- Doubly Robust Estimation of the Local Av| erage Treatment Effect ...🔍
- Doubly Robust Estimation of Local Average Treatment Effects Using ...🔍
- Doubly Robust Estimation of Local Average Treatment Effects🔍
- Get doubly robust estimates of average treatment effects.🔍
- Doubly Robust Estimation of a Marginal Average Effect of Treatment ...🔍
- A General Double Robustness Result for Estimating Average ...🔍
Doubly Robust Estimation of the Local Average Treatment Effect Curve
Doubly Robust Estimation of the Local Average Treatment Effect Curve
We describe a doubly robust, locally efficient estimator of the parameters indexing a model for the local average treatment effect conditionally on covariates V ...
Doubly robust estimation of the local average treatment effect curve
We consider estimation of the causal effect of a binary treatment on an outcome, conditionally on covariates, from observational studies or natural ...
Doubly robust estimation of the local average treatment effect curve
Summary. We consider estimation of the causal effect of a binary treatment on an outcome, conditionally on covariates, from observational studies or natural ...
We describe a doubly robust, locally efficient estimator of the parameters indexing a model for the local average treatment effect conditional ...
treatment effect curve. Elizabeth L. Ogburn, Andrea Rotnitzky, and James M. Robins slide 1. Page 2. DR estimation of the local average treatment effect curve.
Doubly Robust Estimation of Local Average Treatment Effects Using ...
* This article supersedes “Doubly Robust IV Estimation of Local Average Treatment Effects” by S. Derya Uysal. Page 4. 1 Introduction. Instrumental variables ...
Doubly Robust Estimation of Local Average Treatment Effects Using ...
Unlike previous approaches, our doubly robust (DR) estimation procedures use quasi-likelihood methods weighted by the inverse of the IV ...
Doubly robust estimation of the local average treatment effect curve
We describe a doubly robust, locally efficient estimator of the parameters indexing a model for the local average treatment effect conditionally on covariates.
Doubly Robust Estimation of Local Average Treatment Effects
Unlike previous approaches, our doubly robust (DR) estimation procedures use quasi-likelihood methods weighted by the inverse of the IV propensity score - so- ...
Get doubly robust estimates of average treatment effects.
Specifically, given an outcome Y, treatment W and instrument Z, the (conditional) local average treatment effect is tau(x) = Cov[Y, Z | X = x] / Cov[W, Z | X = ...
Doubly Robust Estimation of Local Average Treatment Effects Using ...
Unlike previous approaches, our doubly robust (DR) estimation procedures use quasi-likelihood methods weighted by the inverse of the IV propensity score - so- ...
Doubly robust estimation of the local average treatment effect curve
RSS Webinar Series. Presented by Elizabeth Ogburn, Assistant Professor of Biostatistics at Johns Hopkins University.
Doubly robust estimation of the local average treatment effect curve
A doubly robust, locally efficient estimator of the parameters indexing a model for the local average treatment effect conditionally on covariates V when ...
Doubly Robust Estimation of a Marginal Average Effect of Treatment ...
we describe an IPW estimator, an outcome regression-based estimator and a doubly robust ... Doubly robust estimation of the local average treatment effect curve.
A General Double Robustness Result for Estimating Average ...
This same framework can be used to obtain doubly robust estimators of distribution, quantile, and inequality treatment effects, as well as of the local average ...
Doubly robust scores for estimating the average conditional local ...
Given an outcome Y, treatment W and instrument Z, the (conditional) local average treatment effect is tau(x) = Cov[Y, Z | X = x] / Cov[W, Z | X = x].
Web Appendix to Doubly Robust Estimation of the Local Average Treatment Effect Curve. Elizabeth L. Ogburn. Johns Hopkins University, Baltimore, USA. Andrea ...
A GENERAL DOUBLE ROBUSTNESS RESULT FOR ESTIMATING ...
In this paper we study doubly robust estimators of various average and quantile treatment effects under unconfoundedness.
Nonparametric methods for doubly robust estimation of continuous ...
Continuous treatments (e.g., doses) arise often in practice, but many available causal effect estimators are limited by either requiring parametric models ...
Stabilizing the Doubly-Robust Estimators of the Average Treatment ...
the estimation of the weighted average treatment effect. (WATE, Hirano ... solves the desired influence curve estimating equations. 4. COMPARISONS VIA ...