Digital finance and corporate bankruptcy risk: Evidence from China

Y Ji, L Shi, S Zhang - Pacific-Basin Finance Journal, 2022 - Elsevier
This study explores the impact of digital finance on bankruptcy risk in Chinese A-share listed
firms. Using the digital finance index developed by PKU-DFIIC to measure the degree of …

Determinants of corporate default risk in China: The role of financial constraints

X Zhang, R Ouyang, D Liu, L Xu - Economic Modelling, 2020 - Elsevier
Corporate default risk can affect financial stability and the macroeconomy. However, the
determinants of corporate default risk in China are not well defined in the literature. We …

Predicting bankruptcy of local government: A machine learning approach

N Antulov-Fantulin, R Lagravinese, G Resce - Journal of Economic …, 2021 - Elsevier
In this paper we analyze the predictability of the bankruptcy of 7795 Italian municipalities in
the period 2009–2016. The prediction task is extremely hard due to the small number of …

Predicting systemic financial crises with recurrent neural networks

E Tölö - Journal of Financial Stability, 2020 - Elsevier
We consider predicting systemic financial crises one to five years ahead using recurrent
neural networks. We evaluate the prediction performance with the Jórda-Schularick-Taylor …

A machine learning-based early warning system for systemic banking crises

T Wang, S Zhao, G Zhu, H Zheng - Applied economics, 2021 - Taylor & Francis
Econometricians construct panel logit-based early warning systems (EWSs) as the primary
predictive tool to prevent incoming systemic banking crises. Considering the actual scenario …

Concentration-stability vs concentration-fragility. New cross-country evidence

P Calice, L Leonida, E Muzzupappa - Journal of International Financial …, 2021 - Elsevier
Does concentration in the banking sector boost banks' resilience, or make them more
fragile? We propose an analysis of the simultaneous impact of several mediators of …

Contagion risk in global banking sector

K Daly, JA Batten, AV Mishra, T Choudhury - Journal of International …, 2019 - Elsevier
This paper investigates contagion risk for the global banking environment using three
different distance to risk measures (distance to default, distance to capital, and distance to …

Early warning system in business, finance, and economics: Bibliometric and topic analysis

I Klopotan, J Zoroja, M Meško - International Journal of …, 2018 - journals.sagepub.com
Different economic crises such as banking, financial, and currency lead to high economic
costs and have negative impact to whole society. Development of early warning systems …

Commodity prices and banking crises

M Eberhardt, AF Presbitero - Journal of International Economics, 2021 - Elsevier
Commodity prices are one of the most important drivers of output fluctuations in developing
countries. We show that a major channel through which commodity price movements can …

Credit rating based real-time energy trading in microgrids

X Zhang, S Zhu, J He, B Yang, X Guan - Applied energy, 2019 - Elsevier
In this paper, we investigate the problem of credit rating management in energy trading
among microgrids subject to transmission losses and wheeling cost. The main concern is …