Search Results - subject:"causal machine learning"

Causal Effects and Optimal Policy Learning for Intensive Care Unit Discharge Decisions to Solve Hospital Process Bottlenecks: Approach, Methods, and First Results

Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025

discharge days to form intervention and control groups. We apply two causal machine learning techniques (generalized random …

Persistent link: https://www.econbiz.de/10015175573

Causal Effects and Optimal Policy Learning for Intensive Care Unit Discharge Decisions to Solve Hospital Process Bottlenecks: Approach, Methods, and First Results

Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025

discharge days to form intervention and control groups. We apply two causal machine learning techniques (generalized random …

Persistent link: https://www.econbiz.de/10015337530

Productivity and market power : the case of manufacturing firms of Peru 2002-2019

Tello, Mario D.; Tello Trillo, Daniel S.; Rojas, Pablo - 2025

This paper uses seven standard market power indicators (price-cost margin, and six drawn upon the production approach) to estimate the effect market power on the rate of change of total factor productivity for a sample of formal manufacturing firms of Peru for the period 2002-2019. After...

Persistent link: https://www.econbiz.de/10015396049

Sustainable design and repair : leveraging circular economy and machine learning for product development

Mohammadian, Noushin; Valilai, Omid Fatahi; Schlüter, … - In: Journal of open innovation : technology, market, and … 11 (2025) 1, pp. 1-12

of novel methodologies such as sustainable design, circular economy concepts, and causal machine learning algorithms …

Persistent link: https://www.econbiz.de/10015358592

Causal effects and optimal policy learning for intensive care unit discharge decisions to solve hospital process bottlenecks : approach, methods, and first results

Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025

discharge days to form intervention and control groups. We apply two causal machine learning techniques (generalized random …

Persistent link: https://www.econbiz.de/10015183178

Causal effects and optimal policy learning for intensive care unit discharge decisions to solve hospital process bottlenecks : approach, methods, and first results

Vogel, Justus; Cordier, Johannes; Filipovic, Miodrag - 2025

discharge days to form intervention and control groups. We apply two causal machine learning techniques (generalized random …

Persistent link: https://www.econbiz.de/10015386642

Part-time subsidies and maternal reemployment : evidence from a difference-in-differences analysis

Zimmert, Franziska; Zimmert, Michael - In: Journal of applied econometrics 39 (2024) 6, pp. 1149-1171

Persistent link: https://www.econbiz.de/10015156824

The impact of forum content on data science open innovation performance : a system dynamics-based causal machine learning approach

Li, Libo; Yu, Huan; Kunc, Martin - In: Technological forecasting and social change : an … 198 (2024), pp. 1-22

Persistent link: https://www.econbiz.de/10015076565

Calibrating doubly-robust estimators with unbalanced treatment assignment

Ballinari, Daniele - In: Economics letters 241 (2024), pp. 1-8

Persistent link: https://www.econbiz.de/10015078634

The cost of influence : how gifts to physicians shape prescriptions and drug costs

Newham, Melissa; Valente, Marica - In: Journal of health economics 95 (2024), pp. 1-16

Persistent link: https://www.econbiz.de/10014549794