Early Warning System for Financial Crises

2018 ◽  
pp. 1-25 ◽  
Author(s):  
Amir Manzoor
Keyword(s):  
Financial Crisis ◽  
Early Warning ◽  
Financial Crises ◽  
Early Warning System ◽  
Financial Stability ◽  
Time Horizon ◽  
Warning System ◽  
False Alarms ◽  
Financial Risks ◽  
Policy Makers

To maintain financial stability, prevention of financial crisis is very important. This prevention is especially is especially important for developing countries where we need robust instruments for prediction of financial crises. One such instrument is Early Warning System (EWS). An EWS provided signals that could reflect the likelihood of a financial crisis over a given time horizon. Changing nature of financial risks due to liberalization of economies has increased the importance of an effective EWS. This chapter explores the state of the art of EWS. It is suggested that policy makers should take into account their objectives and related thresholds of various while developing an EWS since there exists a sharp trade-off between correctly calling crises and false alarms.

Early Warning System for Financial Crises

2016 ◽  
pp. 22-45
Author(s):  
Amir Manzoor
Keyword(s):  
Financial Crisis ◽  
Early Warning ◽  
Financial Crises ◽  
Early Warning System ◽  
Financial Stability ◽  
Time Horizon ◽  
Warning System ◽  
False Alarms ◽  
Financial Risks ◽  
Policy Makers

To maintain financial stability, prevention of financial crisis is very important. This prevention is especially is especially important for developing countries where we need robust instruments for prediction of financial crises. One such instrument is Early Warning System (EWS). An EWS provided signals that could reflect the likelihood of a financial crisis over a given time horizon. Changing nature of financial risks due to liberalization of economies has increased the importance of an effective EWS. This chapter explores the state of the art of EWS. It is suggested that policy makers should take into account their objectives and related thresholds of various while developing an EWS since there exists a sharp trade-off between correctly calling crises and false alarms.

Dating Banking and Currency Crises in Turkey, 1990-2014

2016 ◽  
pp. 240-273
Author(s):  
Ali Ari ◽  
Raif Cergibozan ◽  
Sedat Demir
Keyword(s):  
Financial Crisis ◽  
Financial Crises ◽  
Early Warning System ◽  
Currency Crises ◽  
Global Financial Crisis ◽  
Empirical Studies ◽  
Banking Crisis ◽  
Warning System ◽  
Turkish Economy ◽  
The Global Financial Crisis

The last two decades characterized by financial crisis episodes have seen a proliferation of empirical studies. These early warning system models allowed researchers to distinguish certain key determinants of financial crises, and helped predicting and preventing the occurrence of some crises. However, crises continue to arise as recently illustrated by the onset of the global financial crisis. This clarifies that there are still a lot to learn about financial crises. In this sense, this paper aimed to compare the performance of several currency and banking crisis indicators within the Turkish economy which underwent severe financial crises in the last twenty years. Different currency crisis indicators performed well by detecting the 1994, 2001 and 2008 currency crises, while banking crisis indicators had significant inconsistencies. However, two banking crisis indicators we developed stand for valuable efforts in dating banking crises by constructing aggregate indexes, and contribute significantly to the empirical crisis literature.

KLR Approach as an Early Warning Indicator of Turkish Currency and Banking Crisis in 2000 and 2001

2016 ◽  
pp. 222-239
Author(s):  
Filiz Eryılmaz
Keyword(s):  
Early Warning ◽  
Early Warning System ◽  
Financial Stability ◽  
Banking Crisis ◽  
Warning System ◽  
Early Warning Systems ◽  
Lessons Learned ◽  
Warning Systems ◽  
Window Approach ◽  
Global Growth

International organizations as private sector institutions started to develop Early Warning System [EWS] models aiming to anticipate whether and when individual countries can collide with a financial crisis. EWS models can be made most useful to help sustain global growth and maintain financial stability, especially in light of the lessons learned from the current and past crises. This paper proposes Early Warning Systems (EWS) for Turkish Currency and Banking Crisis in 2000 and 2001. To that end “KLR model” or “signaling window” approach developed by Kaminski, Lorezondo and Reinhart (1998) is testified in the empirical part of this research and applied to a sample of Turkey macroeconomic data for the 1998-2003 monthly periods.

scholarly journals Establishment of a Financial Crisis Early Warning System for Domestic Listed Companies Based on Three Decision Tree Models

2020 ◽  
Vol 2020 ◽  
pp. 1-7
Author(s):  
Gang Wang ◽  
Keming Wang ◽  
Yingying Zhou ◽  
Xiaoyan Mo ◽  
Weilin Xiao
Keyword(s):  
Financial Crisis ◽  
Decision Tree ◽  
Early Warning ◽  
Financial Management ◽  
Early Warning System ◽  
Comprehensive Evaluation ◽  
Warning System ◽  
Predictive Ability ◽  
Tree Models ◽  
The Impact

The financial crisis is a realistic problem that the general enterprise must encounter in the process of financial management. Due to the impact of the COVID-19 and the Sino-US trade war, domestic companies with unsound financial conditions are at risk of shutdowns and bankruptcies. Therefore, it is urgently needed to study the financial warning of enterprises. In this study, three decision tree models are used to establish the financial crisis early warning system. These three decision tree models include C50, CART, and random forest decision trees. In addition, the ROC curve was used for comprehensive evaluation of the accuracy analysis of the model to confirm the predictive ability of each model. This result can provide reference for domestic financial departments and provide financial management basis for the investing public.

Research on the Early Warning Mechanism of Financial Risk by Computer Technology

2014 ◽  
Vol 687-691 ◽  
pp. 4922-4925
Author(s):  
Liang Liu ◽  
Chun Ling Li
Keyword(s):  
Financial Markets ◽  
Empirical Analysis ◽  
Early Warning ◽  
Early Warning System ◽  
Financial Risk ◽  
Warning System ◽  
Warning Signal ◽  
Financial Risks ◽  
Early Warning Mechanism ◽  
Starting Point

The briefly review and the development of the financial risk early warning theory is first discussed in this study and the domestic and foreign research is analyzed as a brief summary. Secondly, the concept of financial risks, financial crisis and the financial early warning is defined. Financial fragility as a starting point is used to establish the rationality model of the financial risk early warning system. The early warning indicators is selected on the basis of the 12 indicators of macro-financial risks, 15 net financial indicators is selected to represent the financial markets according to the characteristics of China's financial markets. In the empirical part, the previous empirical analysis method is chosen to build the financial risk early warning signal system. In order to display China's financial risk profile, the proper model for the calculation is made on the basis of empirical analysis. Thus, in order to minimize the local financial risk, the early warning system should be established by the local government, together with some other necessary measures.

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