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Early warning systems and systemic banking crises in low income countries: A multinomial logit approach

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Cited by:

  1. Daniela Marchettini & Mr. Rodolfo Maino, 2015. "Systemic Risk Assessment in Low Income Countries: Balancing Financial Stability and Development," IMF Working Papers 2015/190, International Monetary Fund.
  2. Guarin, Alexander & Lozano, Ignacio, 2017. "Credit funding and banking fragility: A forecasting model for emerging economies," Emerging Markets Review, Elsevier, vol. 32(C), pages 168-189.
  3. Antunes, António & Bonfim, Diana & Monteiro, Nuno & Rodrigues, Paulo M.M., 2018. "Forecasting banking crises with dynamic panel probit models," International Journal of Forecasting, Elsevier, vol. 34(2), pages 249-275.
  4. Alexander Guarín-López & Ignacio Lozano-Espitia, 2016. "Credit Funding and Banking Fragility: An Empirical Analysis for Emerging Economies," Borradores de Economia 14306, Banco de la Republica.
  5. Bouvatier, Vincent & El Ouardi, Sofiane, 2023. "Credit gaps as banking crisis predictors: A different tune for middle- and low-income countries," Emerging Markets Review, Elsevier, vol. 54(C).
  6. Daly, Kevin & Batten, Jonathan A. & Mishra, Anil V. & Choudhury, Tonmoy, 2019. "Contagion risk in global banking sector," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
  7. John Nkwoma Inekwe, 2019. "The exploration of economic crises: parameter uncertainty and predictive ability," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(2), pages 290-313, May.
  8. Mathonnat, Clément & Minea, Alexandru, 2018. "Financial development and the occurrence of banking crises," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 344-354.
  9. Gao, Jiti & Liu, Fei & Peng, Bin & Yan, Yayi, 2023. "Binary response models for heterogeneous panel data with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 235(2), pages 1654-1679.
  10. Musdholifah Musdholifah & Ulil Hartono & Yulita Wulandari, 2020. "Banking Crisis Prediction: Emerging Crisis Determinants in Indonesian Banks," International Journal of Economics and Financial Issues, Econjournals, vol. 10(2), pages 124-131.
  11. Casabianca, Elizabeth Jane & Catalano, Michele & Forni, Lorenzo & Giarda, Elena & Passeri, Simone, 2022. "A machine learning approach to rank the determinants of banking crises over time and across countries," Journal of International Money and Finance, Elsevier, vol. 129(C).
  12. Marina Yu. Malkina & Anton O. Ovcharov, 2019. "Financial Stress Index as a Generalized Indicator of Financial Instability," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 3, pages 38-54, June.
  13. Akhilesh K. Verma & Rajeswari Sengupta, 2021. "Interlinkages between external debt financing, credit cycles and output fluctuations in emerging market economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(4), pages 965-1001, November.
  14. Savas Papadopoulos & Pantelis Stavroulias & Thomas Sager & Etti Baranoff, 2017. "A ternary-state early warning system for the European Union," Working Papers 222, Bank of Greece.
  15. Chung‐Hua Shen & Hsing‐Hua Hsu, 2022. "The determinants of Asian banking crises—Application of the panel threshold logit model," International Review of Finance, International Review of Finance Ltd., vol. 22(1), pages 248-277, March.
  16. Hossein Dastkhan & Naser Shams Gharneh, 2019. "Simulation of Contagion in the Stock Markets Using Cross-Shareholding Networks: A Case from an Emerging Market," Computational Economics, Springer;Society for Computational Economics, vol. 53(3), pages 1071-1101, March.
  17. Tölö, Eero, 2020. "Predicting systemic financial crises with recurrent neural networks," Journal of Financial Stability, Elsevier, vol. 49(C).
  18. Jorge M. Uribe, 2023. ""Fiscal crises and climate change"," IREA Working Papers 202303, University of Barcelona, Research Institute of Applied Economics, revised Feb 2023.
  19. Mirjana Jemović & Srđan Marinković, 2021. "Determinants of financial crises—An early warning system based on panel logit regression," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 103-117, January.
  20. Calice, Pietro & Leonida, Leone & Muzzupappa, Eleonora, 2021. "Concentration-stability vs concentration-fragility. New cross-country evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
  21. Shu-Ling Lin & Xiao Jin, 2023. "Does ESG Predict Systemic Banking Crises? A Computational Economics Model of Early Warning Systems with Interpretable Multi-Variable LSTM based on Mixture Attention," Mathematics, MDPI, vol. 11(2), pages 1-15, January.
  22. Jiti Gao & Fei Liu & Bin peng, 2020. "Binary Response Models for Heterogeneous Panel Data with Interactive Fixed Effects," Monash Econometrics and Business Statistics Working Papers 44/20, Monash University, Department of Econometrics and Business Statistics.
  23. Matkovskyy, Roman & Bouraoui, Taoufik & Hammami, Helmi, 2016. "Analysing the financial strength of Tunisia: An approach to estimate an index of financial safety," Research in International Business and Finance, Elsevier, vol. 38(C), pages 485-493.
  24. Aytül Ganİoğlu, 2016. "Financial and Political Institutional Problems as Instigators of Banking Crises," The Developing Economies, Institute of Developing Economies, vol. 54(4), pages 292-312, December.
  25. Kehinde Damilola Ilesanmi & Devi Datt Tewari, 2021. "An Early Warning Signal (EWS) Model for Predicting Financial Crisis in Emerging African Economies," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 12(1), pages 101-110, January.
  26. Allaj, Erindi & Sanfelici, Simona, 2023. "Early Warning Systems for identifying financial instability," International Journal of Forecasting, Elsevier, vol. 39(4), pages 1777-1803.
  27. Matkovskyy, Roman & Bouraoui, Taoufik & Hammami, Helmi, 2015. "Estimation and prediction of an Index of Financial Safety of Tunisia," MPRA Paper 74573, University Library of Munich, Germany, revised 2016.
  28. Kwon, Yujin & Park, Sung Y., 2023. "Modeling an early warning system for household debt risk in Korea: A simple deep learning approach," Journal of Asian Economics, Elsevier, vol. 84(C).
  29. Zhang, Xiaoyan & Zhu, Shanying & He, Jianping & Yang, Bo & Guan, Xinping, 2019. "Credit rating based real-time energy trading in microgrids," Applied Energy, Elsevier, vol. 236(C), pages 985-996.
  30. Hossein Dastkhan, 2021. "Network‐based early warning system to predict financial crisis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 594-616, January.
  31. Isha Agrawal & Rupa Duttagupta & Mr. Andrea F Presbitero, 2017. "International Commodity Prices and Domestic Bank Lending in Developing Countries," IMF Working Papers 2017/279, International Monetary Fund.
  32. Yulita Wulandari & Musdholifah & Suhal Kusairi, 2017. "The Impact of Macroeconomic and Internal Factors on Banking Distress," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 429-436.
  33. Emerson Abraham Jackson & Edmund Tamuke, 2022. "Credit Risk Management and the Financial Performance of Domiciled Banks in Sierra Leone: An Empirical Analysis," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 9(1), pages 139-164, January.
  34. Truong, Chi & Sheen, Jeffrey & Trück, Stefan & Villafuerte, James, 2022. "Early warning systems using dynamic factor models: An application to Asian economies," Journal of Financial Stability, Elsevier, vol. 58(C).
  35. Eleonora Muzzupappa, 2024. "Competition and Regulation: The Case of the UK Banking Industry," Mathematics, MDPI, vol. 12(8), pages 1-10, April.
  36. Bekirova, Olga & Zubarev, Andrey, 2022. "Факторы Риска, Прибыльности И Вероятности Дефолта В Российском Банковском Секторе [Determinants of risk, profitability and probability of default for Russian banking sector]," MPRA Paper 115164, University Library of Munich, Germany.
  37. Crispen Chirume, 2023. "Prediction of debt crisis in Southern African Development Community (SADC)," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 26(2), pages 161-184, June.
  38. Mahir Binici & Aytül Ganioglu, 2021. "Net external position, financial development, and banking crisis," Empirical Economics, Springer, vol. 61(3), pages 1225-1251, September.
  39. Zhang, Xuan & Ouyang, Ruolan & Liu, Ding & Xu, Liao, 2020. "Determinants of corporate default risk in China: The role of financial constraints," Economic Modelling, Elsevier, vol. 92(C), pages 87-98.
  40. Antulov-Fantulin, Nino & Lagravinese, Raffaele & Resce, Giuliano, 2021. "Predicting bankruptcy of local government: A machine learning approach," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 681-699.
  41. Mr. Markus Eberhardt & Mr. Andrea F Presbitero, 2018. "Commodity Price Movements and Banking Crises," IMF Working Papers 2018/153, International Monetary Fund.
  42. Sreenivasulu Puli & Nagaraju Thota & A. C. V. Subrahmanyam, 2024. "Assessing Machine Learning Techniques for Predicting Banking Crises in India," JRFM, MDPI, vol. 17(4), pages 1-16, March.
  43. Chung‐Hua Shen & Yen‐Hsien Lee & Hao Fang, 2020. "Predicting banking crises based on credit, housing and capital booms," International Finance, Wiley Blackwell, vol. 23(3), pages 472-505, December.
  44. Norfaizah Othman & Mariani Abdul-Majid & Aisyah Abdul-Rahman, 2018. "Determinants of Banking Crises in ASEAN Countries," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 9(03), pages 1-20, October.
  45. Musdholifah Musdholifah & Ulil Hartono, 2018. "Banking Soundness: Comparison between Conventional and Sharia Banking in Indonesia," International Journal of Economics and Financial Issues, Econjournals, vol. 8(5), pages 283-293.
  46. Kim Ristolainen, 2018. "Predicting Banking Crises with Artificial Neural Networks: The Role of Nonlinearity and Heterogeneity," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(1), pages 31-62, January.
  47. Tochukwu Timothy Okoli & Ajibola Rhoda Oluwafisayomi, 2019. "Investigating the Banking Sector Development Transmission Mechanism of Financial Development to Growth: Evidence from Sub-Saharan Africa (SSA)," Journal of Economics and Behavioral Studies, AMH International, vol. 11(2), pages 120-131.
  48. Zhang, Xuan & Zhao, Yang & Yao, Xiao, 2022. "Forecasting corporate default risk in China," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1054-1070.
  49. Othman, Norfaizah & Abdul-Majid, Mariani & Abdul-Rahman, Aisyah, 2017. "Partnership financing and bank efficiency," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 1-13.
  50. Caggiano, Giovanni & Calice, Pietro & Leonida, Leone & Kapetanios, George, 2016. "Comparing logit-based early warning systems: Does the duration of systemic banking crises matter?," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 104-116.
  51. Guo, Hongfeng & Xia, Shengxiang & An, Qiguang & Zhang, Xin & Sun, Weihua & Zhao, Xinyao, 2020. "Empirical study of financial crises based on topological data analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 558(C).
  52. Fendel Ralf & Stremmel Hanno, 2016. "Characteristics of Banking Crises: A Comparative Study with Geographical Contagion," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(3), pages 349-388, May.
  53. Fu, Junhui & Zhou, Qingling & Liu, Yufang & Wu, Xiang, 2020. "Predicting stock market crises using daily stock market valuation and investor sentiment indicators," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
  54. Eberhardt, Markus & Presbitero, Andrea F., 2021. "Commodity prices and banking crises," Journal of International Economics, Elsevier, vol. 131(C).
  55. Bitetto, Alessandro & Cerchiello, Paola & Mertzanis, Charilaos, 2023. "On the efficient synthesis of short financial time series: A Dynamic Factor Model approach," Finance Research Letters, Elsevier, vol. 53(C).
  56. Bezemer, Dirk & Zhang, L, 2014. "From boom to bust in the credit cycle," Research Report 14025-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  57. Xianglong Liu, 2023. "Towards Better Banking Crisis Prediction: Could an Automatic Variable Selection Process Improve the Performance?," The Economic Record, The Economic Society of Australia, vol. 99(325), pages 288-312, June.
  58. de Haan, Jakob & Fang, Yi & Jing, Zhongbo, 2020. "Does the risk on banks’ balance sheets predict banking crises? New evidence for developing countries," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 254-268.
  59. Filippopoulou, Chryssanthi & Galariotis, Emilios & Spyrou, Spyros, 2020. "An early warning system for predicting systemic banking crises in the Eurozone: A logit regression approach," Journal of Economic Behavior & Organization, Elsevier, vol. 172(C), pages 344-363.
  60. Stijn Ferrari & Mara Pirovano, 2016. "Does one size fit all at all times? The role of country specificities and state dependencies in predicting banking crises," Working Paper Research 297, National Bank of Belgium.
  61. Marina Malkina & Anton Ovcharov, 2021. "Tourism Industry Stress Index And Its Relationship To The Financial Stress Index," Tourism and Hospitality Management, University of Rijeka, Faculty of Tourism and Hospitality Management, vol. 27(2), pages 363-383, July.
  62. Ji, Yu & Shi, Lina & Zhang, Shunming, 2022. "Digital finance and corporate bankruptcy risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
  63. Bekirova, Olga & Zubarev, Andrey, 2023. "Determinants of risk, profitability and default probability of Russian banks," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 71, pages 20-38.
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