Search Results - subject:"Machine-learning"

Forecasting inflation with the hedged random forest

Beck, Elliot; Wolf, Michael - 2025

Persistent link: https://www.econbiz.de/10015437163

A comparative assessment of causal machine learning and traditional methods for enhancing supply chain resiliency and efficiency in the automotive industry

Gupta, Ishansh; Martinez, Adriana; Correa, Sergio; … - In: Supply chain analytics 10 (2025), pp. 1-17

comparative analysis of decision-making strategies for supplier escalation, evaluating causal machine learning (CML), traditional … machine learning (ML), and current escalation practices in a leading German automotive company. The study employs an …

Persistent link: https://www.econbiz.de/10015445368

Deciphering algorithmic collusion : insights from bandit algorithms and implications for antitrust enforcement

Marty, Frédéric; Warin, Thierry - In: Journal of economy and technology 3 (2025), pp. 34-43

This paper explores algorithmic collusion from both legal and economic perspectives, underscoring the increasing influence of algorithms in firms’ market decisions and their potential to facilitate anti-competitive behaviour. By employing bandit algorithms as a model—typically used in...

Persistent link: https://www.econbiz.de/10015433443

Forecasting China bond default with severe class-imbalanced data : a simple learning model with causal inference

Peng, Mike W.; Stern, Elisheva R.; Hu, Hanwen - In: Economic modelling 144 (2025), pp. 1-16

Persistent link: https://www.econbiz.de/10015195157

State-dependent impulse responses in agent-based models : a new methodology and an economic application

Amendola, Marco; Pereira, Marcelo C. - In: Journal of economic behavior & organization 229 (2025), pp. 1-15

Persistent link: https://www.econbiz.de/10015463449

Causal machine learning for supply chain risk prediction and intervention planning

Wyrembek, Mateusz; Baryannis, George; Brintrup, Alexandra - In: International journal of production research 63 (2025) 15, pp. 5629-5648

Persistent link: https://www.econbiz.de/10015467920

Bridging analytics and policy : AI-enabled dynamic line rating and large language model-assisted recommendations to optimize power sector planning and operation

Sayed-Mouchaweh, Moamar - 2025

Persistent link: https://www.econbiz.de/10015481615

Corporate cash policy and double machine learning

Movaghari, Hadi; Tsoukas, Serafeim; Vagenas-Nanos, Evangelos - In: International journal of finance & economics : IJFE 30 (2025) 3, pp. 3261-3279

Persistent link: https://www.econbiz.de/10015482611

EasyData : a monthly dataset for macroeconomic research on Pakistan

Syed, Ateeb Akhter Shah; Raza, Hassan; Waheed, Mohsin - In: The Lahore journal of economics 28 (2023) 1, pp. 63-88

Persistent link: https://www.econbiz.de/10015395932

Economic AI on the move: The relationship between sugar-sweetened beverages consumption and weight gain in Kyrgyzstan

Suyunov, Alisher; Akramov, Kamiljon - In: Journal of Applied Economics 27 (2024) 1, pp. 1-27

Household Survey 2011 using propensity score matching in tandem with machine-learning models. The findings of our study indicate …

Persistent link: https://www.econbiz.de/10015334337