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Constructing early warning indicators for banks using machine learning models
Tarkocin, Coskun
;
Donduran, Murat
- In:
The North American journal of economics and finance : a …
69
(
2024
)
2
,
pp. 1-11
Persistent link: https://www.econbiz.de/10014445630
Saved in:
2
Risk prediction and early warning of pilots' unsafe behaviors using association rule mining and system dynamics
Xiao, Qin
;
Luo, Fan
;
Li, Yapeng
;
Pan, Dan
- In:
Journal of air transport management
110
(
2023
),
pp. 1-9
Persistent link: https://www.econbiz.de/10014310549
Saved in:
3
Global hidden factors predicting financial distress in Gulf Arab states : a quantile-time-frequency analysis
Trabelsi, Nader
- In:
Journal of financial economic policy
15
(
2023
)
4/5
,
pp. 284-312
Persistent link: https://www.econbiz.de/10014380774
Saved in:
4
Understanding and predicting systemic corporate distress : a machine-learning approach
Hacibedel, Burcu
;
Qu, Ritong
- In:
The journal of credit risk : published quarterly by …
19
(
2023
)
3
,
pp. 79-116
Persistent link: https://www.econbiz.de/10014489149
Saved in:
5
Random forest versus logit models : which offers better early warning of fiscal stress?
Jarmulska, Barbara
- In:
Journal of forecasting
41
(
2022
)
3
,
pp. 455-490
Persistent link: https://www.econbiz.de/10013166154
Saved in:
6
Early warning systems using dynamic factor models : an application to Asian economies
Truong, Chi
;
Sheen, Jeffrey R.
;
Trück, Stefan
; …
- In:
Journal of financial stability
58
(
2022
),
pp. 1-41
Persistent link: https://www.econbiz.de/10013417471
Saved in:
7
Early warning or too late? : a (pseudo-)real-time identification of leading indicators of financial stress
Duprey, Thibaut
;
Klaus, Benjamin
- In:
Journal of banking & finance
138
(
2022
),
pp. 1-20
Persistent link: https://www.econbiz.de/10013461945
Saved in:
8
Predicting poverty and malnutrition for targeting, mapping, monitoring, and early warning
McBride, Linden
;
Barrett, Christopher B.
;
Browne, …
- In:
Applied economic perspectives and policy
44
(
2022
)
2
,
pp. 879-892
Persistent link: https://www.econbiz.de/10013274051
Saved in:
9
Towards an early warning system for sovereign defaults leveraging on machine learning methodologies
Petropoulos, Anastasios
;
Siakoulis, Vasilis
; …
- In:
Intelligent systems in accounting, finance & management
29
(
2022
)
2
,
pp. 118-129
Persistent link: https://www.econbiz.de/10013274258
Saved in:
10
Predicting financial crises with machine learning methods
Liu, Lanbiao
;
Chen, Chen
;
Wang, Bo
- In:
Journal of forecasting
41
(
2022
)
5
,
pp. 871-910
Persistent link: https://www.econbiz.de/10013287882
Saved in:
11
Robustheit und Resilienz von Staaten und Unternehmen
Gleißner, Werner
- In:
Business Continuity Management in der Praxis : Mit …
,
(pp. 249-261)
.
2022
Persistent link: https://www.econbiz.de/10013440593
Saved in:
12
Multinomial modeling methods : predicting four decades of international banking crises
Plessis, Emile du
- In:
Economic systems
46
(
2022
)
2
,
pp. 1-34
Persistent link: https://www.econbiz.de/10013429364
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13
Preventing rather than punishing : an early warning model of malfeasance in public procurement
Gallego, Jorge
;
Rivero, Gonzalo
;
Martínez, Juan
- In:
International journal of forecasting
37
(
2021
)
1
,
pp. 360-377
Persistent link: https://www.econbiz.de/10012692741
Saved in:
14
Systemic financial risk early warning of financial market in China using Attention-LSTM model
Ouyang, Zi-sheng
;
Yang, Xi-te
;
Lai, Yongzeng
- In:
The North American journal of economics and finance : a …
56
(
2021
),
pp. 1-16
Persistent link: https://www.econbiz.de/10012821472
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15
Forecast-augmented credit-to-GDP gap as an early warning indicator of banking crises
Geršl, Adam
;
Mitterling, Thomas
- In:
Finance a úvěr
71
(
2021
)
4
,
pp. 323-351
Persistent link: https://www.econbiz.de/10012803407
Saved in:
16
The extraction of early warning features for predicting financial distress based on XGBoost model and shap framework
Yang, He
;
Li, Emma
;
Cai, Yi Fang
;
Li, Jiapei
;
Yuan, George
- In:
International journal of financial engineering
8
(
2021
)
3
,
pp. 1-24
Persistent link: https://www.econbiz.de/10012655030
Saved in:
17
E-readiness and crisis management
Alabbadi, Hisham
;
Al-Masaeed, Sultan A.
- In:
International journal of management & enterprise …
20
(
2021
)
2
,
pp. 162-176
Persistent link: https://www.econbiz.de/10012671169
Saved in:
18
The anatomy of financial vulnerabilities and banking crises
Lee, Seung Jung
;
Posenau, Kelly E.
;
Stebunovs, Viktors
- In:
Journal of banking & finance
112
(
2020
),
pp. 1-17
Persistent link: https://www.econbiz.de/10012225255
Saved in:
19
A k-means++-improved radial basis function neural network model for corporate financial crisis early warning : an empirical model validation for Chinese listed companies
Lv, Danyang
;
Wu, Chong
;
Dong, Linxiao
- In:
The journal of risk model validation
14
(
2020
)
3
,
pp. 29-52
Persistent link: https://www.econbiz.de/10014335992
Saved in:
20
Predicting stock market crises using daily stock market valuation and investor sentiment indicators
Fu, Junhui
;
Zhou, Qingling
;
Liu, Yufang
;
Wu, Xiang
- In:
The North American journal of economics and finance : a …
51
(
2020
),
pp. 1-13
Persistent link: https://www.econbiz.de/10012659074
Saved in:
21
An early warning system for predicting systemic banking crises in the Eurozone : a logit regression approach
Filippopoulou, Chryssanthi
;
Galariotis, Emilios
; …
- In:
Journal of economic behavior & organization : JEBO
172
(
2020
),
pp. 344-363
Persistent link: https://www.econbiz.de/10012288230
Saved in:
22
Machine learning as an early warning system to predict financial crisis
Samitas, Aristeidis
;
Kampouris, Elias
;
Kenourgios, Dimitris
- In:
International review of financial analysis
71
(
2020
),
pp. 1-20
Persistent link: https://www.econbiz.de/10012435771
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23
Financial cycles : characterisation and real-time measurement
Schüler, Yves
;
Hiebert, Paul P.
;
Peltonen, Tuomo
- In:
Journal of international money and finance
100
(
2020
),
pp. 1-30
Persistent link: https://www.econbiz.de/10012392221
Saved in:
24
A bayesian signals approach for the detection of crises
Michaēlidēs, Panagiōtēs G.
;
Tsionas, Efthymios G.
; …
- In:
Journal of quantitative economics
18
(
2020
)
3
,
pp. 551-585
Persistent link: https://www.econbiz.de/10012418855
Saved in:
25
What drives U.S. financial sector volatility? : A Bayesian model averaging perspective
Gernát, Peter
;
Košťálová, Zuzana
;
Lyócsa, Štefan
- In:
Research in international business and finance
51
(
2020
),
pp. 1-14
Persistent link: https://www.econbiz.de/10012208218
Saved in:
26
A data-driven approach improves food insecurity crisis prediction
Lentz, Erin C.
;
Michelson, Hope
;
Baylis, Kathy
;
Zhou, Yujun
- In:
World development : the multi-disciplinary …
122
(
2019
),
pp. 399-409
Persistent link: https://www.econbiz.de/10012130503
Saved in:
27
Predicting financial vulnerability in Malaysia : evidence from the signals approach
Kuek, Tai-Hock
;
Puah, Chin-Hong
;
M. Affendy Arip
- In:
Research in world economy
10
(
2019
)
3
,
pp. 89-98
Persistent link: https://www.econbiz.de/10012233393
Saved in:
28
Early warning systems for currency crises with real-time data
Boonman, Tjeerd M.
;
Jacobs, Jan
;
Kuper, Gerard H.
; …
- In:
Open economies review
30
(
2019
)
4
,
pp. 813-835
Persistent link: https://www.econbiz.de/10012155633
Saved in:
29
Predicting European bank stress tests : survival of the fittest
Kolari, James W.
;
López Iturriaga, Felix J.
;
Sanz, …
- In:
Global finance journal
39
(
2019
),
pp. 44-57
Persistent link: https://www.econbiz.de/10012257029
Saved in:
30
Financial soundness prediction using a multi-classification model : evidence from current financial crisis in OECD banks
Fernández-Arias, D.
;
López Martín, Ma. del Carmen
; …
- In:
Computational economics
52
(
2018
)
1
,
pp. 275-297
Persistent link: https://www.econbiz.de/10012052936
Saved in:
31
Integrated early warning prediction model for Islamic banks : the Malaysian case
Othman, Jaizah
;
Asutay, Mehmet
- In:
Journal of banking regulation
19
(
2018
)
2
,
pp. 118-130
Persistent link: https://www.econbiz.de/10012010257
Saved in:
32
Predicting school dropout with administrative data : new evidence from Guatemala and Honduras
Adelman, Melissa
;
Haimovich, Francisco
;
Ham, Andrés
; …
- In:
Education economics
26
(
2018
)
3/4
,
pp. 356-372
Persistent link: https://www.econbiz.de/10011887492
Saved in:
33
A dual early warning model of bank distress
Papanikolaou, Nikolaos I.
- In:
Economics letters
162
(
2018
),
pp. 127-130
Persistent link: https://www.econbiz.de/10011939818
Saved in:
34
Sudden stops of capital flows to emerging markets : a new prediction approach
Suh, Sangwon
- In:
International review of economics & finance : IREF
48
(
2017
),
pp. 289-308
Persistent link: https://www.econbiz.de/10011747289
Saved in:
35
Predicting financial crises : a study of Asian economies
Dash, Priyadarshi
- In:
Global business review
18
(
2017
)
5
,
pp. 1262-1277
Persistent link: https://www.econbiz.de/10011778357
Saved in:
36
Predicting systemic banking crises using early warning models : the case of Montenegro
Asanović, Željka
- In:
Journal of central banking theory and practice
6
(
2017
)
3
,
pp. 157-182
Persistent link: https://www.econbiz.de/10011774929
Saved in:
37
Predicting sovereign debt crises : an Early Warning System approach
Dawood, Mary
;
Horsewood, Nicholas
;
Strobel, Frank
- In:
Journal of financial stability
28
(
2017
),
pp. 16-28
Persistent link: https://www.econbiz.de/10011825502
Saved in:
38
Leading indicators of financial stress : new evidence
Vašíček, Bořek
;
Žigraiová, Diana
;
Hoeberichts, Marco
- In:
Journal of financial stability
28
(
2017
),
pp. 240-257
Persistent link: https://www.econbiz.de/10011825565
Saved in:
39
Liberalization, regulatory delays and vulnerability to systemic banking crisis
Hamdaoui, Mekki
- In:
International economic journal
31
(
2017
)
4
,
pp. 490-534
Persistent link: https://www.econbiz.de/10011800626
Saved in:
40
From bond yield to macroeconomic instability : a parsimonious affine model
Recchioni, Maria Cristina
;
Tedeschi, Gabriele
- In:
European journal of operational research : EJOR
262
(
2017
)
3
,
pp. 1116-1135
Persistent link: https://www.econbiz.de/10011802489
Saved in:
41
Managing uncertainty in crisis : exploring the impact of institutionalization on organizational sensemaking
Lu, Xiaoli
-
2017
Persistent link: https://www.econbiz.de/10011649461
Saved in:
42
Towards Building an Early Warning Model to Predict the Financial Crises of Jordanian Islamic Banks
Al-Huneiti, Hana
;
Al-Ghani, Yousef Abd
- In:
Journal of management research
8
(
2016
)
2
,
pp. 48-65
Persistent link: https://www.econbiz.de/10011436978
Saved in:
43
Forecasting high-frequency volatility shocks : an analytical real-time monitoring system
Kömm, Holger
-
2016
-
1st ed. 2016
Persistent link: https://www.econbiz.de/10011411472
Saved in:
44
Early warning indicators of banking crisis and bank related stock returns
Sohn, Bumjean
;
Park, Heungju
- In:
Finance research letters
18
(
2016
),
pp. 193-198
Persistent link: https://www.econbiz.de/10011657010
Saved in:
45
Research on financial early warning of listed corporation based on SOM fusion BP neural network
Meng, Qun
- In:
Modern economy
7
(
2016
)
5
,
pp. 633-642
Persistent link: https://www.econbiz.de/10011550526
Saved in:
46
The challenge of predicting currency crises : how do definition and probability threshold choice make a difference?
Emin, Dogus
;
Aytac, Aysegul
- In:
Eurasian economic review : a journal in applied …
6
(
2016
)
2
,
pp. 195-213
Persistent link: https://www.econbiz.de/10011587641
Saved in:
47
Did established Early Warning Signals predict the 2008 crises?
Christofides, Charis
;
Eicher, Theo S.
;
Papageorgiou, Chris
- In:
European economic review : EER
81
(
2016
),
pp. 103-114
Persistent link: https://www.econbiz.de/10011742043
Saved in:
48
Handbook of research on financial and banking crisis prediction through early warning systems
Munir, Qaiser
(
ed.
)
-
2016
Persistent link: https://www.econbiz.de/10011403227
Saved in:
49
Forecasting bank leverage : an alternative to regulatory early warning models
Hambusch, Gerhard
;
Shaffer, Sherrill
- In:
Journal of regulatory economics
50
(
2016
)
1
,
pp. 38-69
Persistent link: https://www.econbiz.de/10011669925
Saved in:
50
Can statistics-based early warning systems detect problem banks before markets?
Kimmel, Randall K.
;
Thornton, John H.
;
Bennett, Sara E.
- In:
The North American journal of economics and finance : a …
37
(
2016
),
pp. 190-216
Persistent link: https://www.econbiz.de/10011672948
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