AI Chat AI Image Generator AI Video Text to Speech

A Simple Estimator for Estimating Treatment Effects Using Observational Data and Experimental Data

02/28/2022

∙

by Kevin Wu Han, et al.

∙

∙

This short paper discusses some generalizations of the ideas of combining experimental data and observational data to estimate treatment effects in the literature.

page 1

page 2

page 3

page 4

research

∙ 06/17/2020

Combining Experimental and Observational Data to Estimate Treatment Effects on Long Term Outcomes

There has been an increase in interest in experimental evaluations to es...

0 Susan Athey, et al. ∙

research

∙ 02/25/2022

Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects

Estimating heterogeneous treatment effects is an important problem acros...

1 Tobias Hatt, et al. ∙

research

∙ 11/08/2016

Combining observational and experimental data to find heterogeneous treatment effects

Every design choice will have different effects on different units. Howe...

0 Alexander Peysakhovich, et al. ∙

research

∙ 03/20/2022

TreatmentEstimatoR: a Dashboard for Estimating Treatment Effects from Observational Health Data

Observational health data can be leveraged to measure the real-world use...

0 Collin Sakal, et al. ∙

research

∙ 07/16/2022

Hypothetical Treatment Accelerations: Estimating Causal Effects of Kidney Transplants from Observational Data

Patients with end-stage kidney disease can expect to wait for several ye...

0 Haris Fawad, et al. ∙

research

∙ 06/20/2020

Learning and Testing Sub-groups with Heterogeneous Treatment Effects:A Sequence of Two Studies

There is strong interest in estimating how the magnitude of treatment ef...

0 Rahul Ladhania, et al. ∙

research

∙ 02/22/2021

Sharp Inference on Selected Subgroups in Observational Studies

In modern drug development, the broader availability of high-dimensional...

0 Xinzhou Guo, et al. ∙