Search Results - subject:"Tree"

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

Malikkidou, Despo; Strohbach, Wolfgang - 2025

This paper develops an early warning system for predicting distress for large European banks. Using a novel definition of distress derived from banks' headroom above regulatory requirements, we investigate the performance of three machine learning techniques against the traditional logistic...

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

Real option valuation of an emerging renewable technology design in wave energy conversion

DiLellio, James A.; Butler, John C.; Rizaev, Igor; … - In: Econometrics : open access journal 13 (2025) 1, pp. 1-18

. This change in investment decision uses decision tree analysis, where real options are developed as decision nodes, and …

Persistent link: https://www.econbiz.de/10015408163

Nuts about trees? Smallholders' diverse agroforestry systems and their relationship to groundnut yields in the Senegalese Groundnut Basin

Müting, Luisa; Mkandawire, Petros Suzgo Kayovo; … - 2024

relate to groundnut yields. We distinguish agroforestry systems by (a) tree quantity per hectare, (b) tree species diversity … and (c) quantities per hectare of the most prevalent tree species in our data. Using data of 492 groundnut farmers …-Douglas-production functions through ordinary least squares regression. 53 tree species were reported by 93.8% of smallholders. We identify …

Persistent link: https://www.econbiz.de/10015165547

Consumer credit risk analysis through artificial intelligence : a comparative study between the classical approach of logistic regression and advanced machine learning techniques

El Khair Ghoujdam, Mousaab; Chaâbita, Rachid; … - In: Cogent economics & finance 12 (2024) 1, pp. 1-14

neural networks (ANNs), and decision tree as machine learning techniques for predicting credit risk. It meticulously examines … compelling evidence endorsing ANNs and decision tree as more effective methods for credit risk prediction, thereby opening …

Persistent link: https://www.econbiz.de/10015211216