Search Results - subject:"ROC curve"

Analysis of agricultural technology adoption : the use of improved maize seeds and its determinants in Ethiopia, evidence from Eastern

Amhara Tadesse Wudu Abate - In: Journal of innovation and entrepreneurship : JIE 13 (2024), pp. 1-19

Agriculture is the major source of income and employment creation for majority of least developed countries. Ethiopia as one of least developed countries of sub Saharan Africa, majority of its citizen's livelihood is predominantly dependent on agricultural products, more specifcally on the...

Persistent link: https://www.econbiz.de/10015206956

Claim prediction and premium pricing for telematics auto insurance data using poisson regression with lasso regularisation

Usman, Farha; Chan, Jennifer S. K.; Makov, Udi E.; … - In: Risks : open access journal 12 (2024) 9, pp. 1-33

We leverage telematics data on driving behavior variables to assess driver risk and predict future insurance claims in a case study utilising a representative telematics sample. In the study, we aim to categorise drivers according to their driving habits and establish premiums that accurately...

Persistent link: https://www.econbiz.de/10015065977

Data Analysis for Risk Management – Economics, Finance and Business

Jajuga, Krzysztof (contributor); … - 2024

This reprint concerns methods of data analysis for risk management in economics, finance, and business. The presented papers contain research on data analysis methods, including classical statistical methods, and machine learning methods that have emerged from statistics and are being...

Persistent link: https://www.econbiz.de/10015324884

Machine learning and the optimization of prediction-based policies

Battiston, Pietro; Gamba, Simona; Santoro, Alessandro - In: Technological forecasting and social change : an … 199 (2024), pp. 1-16

Persistent link: https://www.econbiz.de/10015096757

From 2008-2011 Great Recession to COVID-19 pandemic : an analysis of resilience metrics in European regions

Ileanu, Bogdan; Pana, Adrian - In: Empirica : journal of european economics 51 (2024) 4, pp. 1037-1073

Persistent link: https://www.econbiz.de/10015078733

The health technology assessment approach of the economic value of diagnostic tests : a literature review

Bardey, David; De Donder, Philippe; Zaporozhets, Vera - 2024

Persistent link: https://www.econbiz.de/10014476102

The health technology assessment approach of the economic value of diagnostic test: a literature review

Bardey, David; De Donder, Philippe; Zaporozhets, Vera - 2024

Persistent link: https://www.econbiz.de/10014529772

Estimating the probability of leaving unemployment for older people in Poland using survival models with censored data

Grzenda, Wioletta - In: Statistics in transition : an international journal of … 24 (2023) 3, pp. 241-256

predictions obtained via the models is crucial to assess the results. Hence, in this paper, a time-dependent ROC curve is used …

Persistent link: https://www.econbiz.de/10015052247

Which curve fits best : fitting ROC curve models to empirical credit-scoring data

Kochański, Błazej - In: Risks : open access journal 10 (2022) 10, pp. 1-17

describing the shape of an ROC curve, estimating the discriminatory power of a scorecard, and generating ROC curves without … underlying data. The primary purpose of this study is to review the ROC curve models proposed in the literature, primarily in …-risk-management practice. We list several theoretical models for an ROC curve and describe them in the credit-scoring context. The model list …

Persistent link: https://www.econbiz.de/10013555517

The global organizational behavior analysis for financial risk management utilizing Artificial Intelligence

Yang, Shufang; Wu, Hainan - In: Journal of global information management 30 (2022) 7, pp. 1-24

Persistent link: https://www.econbiz.de/10012800043