Search Results - subject:"Doubly Robust Estimation"

High-dimensional model-assisted inference for treatment effects with multi-valued treatments

Xu, Wenfu; Tan, Zhiqiang - In: Journal of econometrics 244 (2024) 1, pp. 1-16

Persistent link: https://www.econbiz.de/10015552390

Heterogeneous effects of a teacher strike on education and labor market outcomes

Langen, Henrika; Laine, Liisa T. - 2025

We study the impact of a teacher strike on students still in compulsory school and about to choose their secondary education track. Using administrative data and a difference-in-differences approach, we estimate the effect of a regional strike in Finland on educational attainment and long-term...

Persistent link: https://www.econbiz.de/10015407901

Heterogeneous Effects of a Teacher Strike on Education and Labor Market Outcomes

Langen, Henrika; Laine, Liisa - 2025

Persistent link: https://www.econbiz.de/10015423034

A doubly robust approach for impact evaluation of interventions for business process improvement based on event logs

Delias, Pavlos; Mittas, Nikolaos; Florou, Giannoula - 2023

. We demonstrate the practical implementation of doubly robust estimation and present a comprehensive step-by-step workflow … the potential of doubly robust estimation as a reliable method for estimating the effects of business process … factors that can introduce bias and compromise the validity of conclusions drawn. This study proposes adopting doubly robust …

Persistent link: https://www.econbiz.de/10014517108

The long-term impacts of breastfeeding on educational attainment of adults

Hussey, Andrew - In: Review of Economics of the Household 23 (2025) 4, pp. 1279-1300

likelihood of obtaining a college degree and attending graduate school. Using a doubly robust estimation technique, we find that …

Persistent link: https://www.econbiz.de/10015576509

Market strength and brokerage choice in residential housing

Deng, Xiangou; Li, Zhaohui; Seiler, Michael J.; Sun, Hua - In: The journal of real estate finance and economics 69 (2024) 4, pp. 741-777

Persistent link: https://www.econbiz.de/10015080908

Double machine learning for sample selection models

Bia, Michela; Huber, Martin; Lafférs, Lukás - In: Journal of business & economic statistics : JBES ; a … 42 (2024) 3, pp. 958-969

Persistent link: https://www.econbiz.de/10015053512

Breastfeeding and child development outcomes across early childhood and adolescence : doubly robust estimation with machine learning

Khudri, Md Mohsan; Hussey, Andrew - 2024

Using data from the Panel Study of Income Dynamics, we estimate the impact of breastfeeding initiation and duration on multiple cognitive, health, and behavioral outcomes spanning early childhood through adolescence. To mitigate the potential bias from misspecification, we employ a doubly robust...

Persistent link: https://www.econbiz.de/10014557601

Over-identified doubly robust identification and estimation

Lewbel, Arthur; Choi, Jin-young; Zhou, Zhuzhu - In: Journal of econometrics 235 (2023) 1, pp. 25-42

Persistent link: https://www.econbiz.de/10014434376

Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning

Khudri, Md Mohsan; Hussey, Andrew - 2024

Persistent link: https://www.econbiz.de/10015045424