Search Results - subject:"Machine learning techniques"

Revisiting SME default predictors : the Omega Score

Altman, Edward I.; Balzano, Marco; Giannozzi, Alessandro; … - 2022

the Least Absolute Shortage and Shrinkage Operator (LASSO). Results were further confirmed through other machine-learning … techniques. Beyond traditional financial ratios and payment behavior variables, our findings show that the incorporation of …

Persistent link: https://www.econbiz.de/10013472256

Revisiting SME default predictors : the Omega Score

Altman, Edward I.; Balzano, Marco; Giannozzi, Alessandro; … - 2022

Persistent link: https://www.econbiz.de/10013466459

Forecasting fiscal crises in emerging markets and low-income countries with machine learning models

De Marchi, Raffaele; Moro, Alessandro - In: Open economies review 35 (2024) 1, pp. 189-213

Persistent link: https://www.econbiz.de/10014515759

Forecasting airline passengers' satisfaction based on sentiments and ratings : an application of VADER and machine learning techniques

Murugesan, R.; Rekha A P; Nitish N; Balanathan, Raghavan - In: Journal of air transport management : a new … 120 (2024), pp. 1-9

Persistent link: https://www.econbiz.de/10015084543

On the prediction of stock price crash risk using textual sentiment of management statement

Yao, Xiao; Wu, Dongxiao; Li, Zhiyong; Xu, Haoxiang - In: China finance review international 14 (2024) 2, pp. 310-331

Persistent link: https://www.econbiz.de/10015061654

Machine learning approach to drivers of bank lending: Evidence from an emerging economy

Ozgur, Onder; Karagol, Erdal Tanas; Ozbugday, Fatih Cemil - In: Financial Innovation 7 (2021) 1, pp. 1-29

The study analyzes the performance of bank-specific characteristics, macroeconomic indicators, and global factors to predict the bank lending in Turkey for the period 2002Q4-2019Q2. The objective of this study is first, to clarify the possible nonlinear and nonparametric relationships between...

Persistent link: https://www.econbiz.de/10012602901