Search Results - subject:"Machine Learning"

Ethische Fragen beim Einsatz von KI/ML in der Produktion amtlicher Statistiken – Teil 2: Auseinandersetzung

Dumpert, Florian; Reichel, Jannik; Oertel, Elisa; … - In: WISTA - Wirtschaft und Statistik 77 (2025) 1, pp. 25-36

Methods of artificial intelligence (AI) and of machine learning (ML), as one of its subsets, are also used in official …

Persistent link: https://www.econbiz.de/10015327929

Ethische Fragen beim Einsatz von KI/ML in der Produktion amtlicher Statistiken – Teil 1: Identifikation

Dumpert, Florian; Reichel, Jannik; Oertel, Elisa; … - In: WISTA - Wirtschaft und Statistik 77 (2025) 1, pp. 15-24

Artificial intelligence (AI) and its subset of machine learning (ML) have found their way into public administration in …

Persistent link: https://www.econbiz.de/10015327971

Do Early Active Labor Market Policies Improve Outcomes of Not-Yet-Unemployed Workers? Findings from a Randomized Field Experiment

van den Berg, Gerard J.; Stephan, Gesine; Uhlendorff, Arne - 2025

Inequality is a dynamic phenomenon, and the relative and absolute positions of individuals are subject to frequent shocks. It is important to know if preventive interventions mitigate adverse inequality effects of labor market shocks. We consider individuals up to three months before the...

Persistent link: https://www.econbiz.de/10015338900

Using Machine Learning to Understand the Heterogeneous Earnings Effects of Exports

Muffert, Johanna; Winkler, Erwin - 2025

We study how the effects of exports on earnings vary across individual workers, depending on a wide range of worker, firm, and job characteristics. To this end, we combine a generalized random forest with an instrumental variable strategy. Analyzing Germany's exports to China and Eastern Europe,...

Persistent link: https://www.econbiz.de/10015339081

Out-of-sample predictability of firm-specific stock price crashes : a machine learning approach

Kaya, Devrimi; Reichmann, Doron; Reichmann, Milan - In: Journal of business finance & accounting : JBFA 52 (2025) 2, pp. 1095-1115

Persistent link: https://www.econbiz.de/10015395199

Biological age and predicting future health care utilisation

Davillas, Apostolos; Jones, Andrew M. - In: Journal of health economics 99 (2025), pp. 1-17

Persistent link: https://www.econbiz.de/10015182969

Predicting bank distress in Europe : using machine learning and a novel definition of distress

Malikkidou, Despo; Strohbach, Wolfgang - 2025

machine learning interpretability tools, we show that the variables closely tied to bank profitability and solvency are … of distress derived from banks' headroom above regulatory requirements, we investigate the performance of three machine … learning techniques against the traditional logistic model. We find that the random forest model shows superior performance …

Persistent link: https://www.econbiz.de/10015185208

Industry return prediction via interpretable deep learning

Zografopoulos, Lazaros; Iannino, Maria Chiara; … - In: European journal of operational research : EJOR 321 (2025) 1, pp. 257-268

Persistent link: https://www.econbiz.de/10015094955

Optimized solar energy forecasting for sustainable development using machine learning, deep learning, and chaotic models

Saadati, Taraneh; Barutcu, Burak - In: International Journal of Energy Economics and Policy : IJEEP 15 (2025) 1, pp. 110-120

Persistent link: https://www.econbiz.de/10015338279

Towards economic sustainability : a comprehensive review of artificial intelligence and machine learning techniques in improving the accuracy of stock market movements

Rezaei, Atoosa; Abdellatif, Iheb; Umar, Amjad - 2025

artificial intelligence (AI) and machine learning (ML) technologies to address gaps in identifying predictive factors …

Persistent link: https://www.econbiz.de/10015338324