Alessi, L. and Detken, C. (2011) Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity. European Journal of Political Economy 27(3), 520–533.
Berg, A. and Pattillo, C. (1999) What caused the Asian crises: An early warning system approach. Economic Notes 28(3), 285–334.
Betz, F., Opricŭ, S., Peltonen, T. A. and Sarlin, P. (2014) Predicting distress in European banks. Journal of Banking & Finance 45, 225–241.
Bussière, M. and Fratzscher, M. (2006) Towards a new early warning system of financial crises. Journal of International Money and Finance 25(6), 953–973.
Bussière, M. and Fratzscher, M. (2008) Low probability, high impact: Policy making and extreme events. Journal of Policy Modeling 30(1), 111–121.
Chawla, N., Japkowicz, N. and Kotcz, A. (2004) Editorial: Special issue on learning from imbalanced data sets. SIGKDD Explorations 6(1), 1–6.
Davidson, R. and MacKinnon, J. G. (2000) Bootstrap tests: How many bootstraps? Econometric Reviews 19(1), 55–68.
Davis, E. P. and Karim, D. (2008) Comparing early warning systems for banking crises. Journal of Financial Stability 4(2), 89–120.
Demirgüç-Kunt, A. and Detragiache, E. (2000) Monitoring banking sector fragility: A multivariate logit approach. The World Bank Economic Review 14(2), 287–307.
Drehmann, M. and Juselius, M. (2014) Evaluating early warning indicators of banking crises: Satisfying policy requirements. International Journal of Forecasting 30(3), 759–780.
El-Shagi, M., Knedlik, T. and von Schweinitz, G. (2013) Predicting financial crises: The (statistical) significance of the signals approach. Journal of International Money and Finance 35, 76–103.
Frankel, J. A. and Rose, A. K. (1996) Currency crashes in emerging markets: An empirical treatment. Journal of International Economics 41(3), 351–366.
Fuertes, A.-M. andKalotychou, E. (2007) Optimal design of early warning systems for sovereign debt crises. International Journal of Forecasting 23(1), 85–100.
Herndon, T., Ash, M. and Pollin, R. (2014) Does high public debt consistently stifle economic growth? A critique of Reinhart and Rogoff. Cambridge Journal of Economics 38(2), 257–279.
Holopainen, M. and Sarlin, P. (2015) Toward Robust Early-Warning Models: A Horse Race, Ensembles and Model Uncertainty. Bank of Finland Discussion Paper 06/2015.
Kaminsky, G. L. and Reinhart, C. M. (1999) The twin crises: The causes of banking and balance-of-payments problems. American Economic Review 89(3), 473–500.
King, G. and Zeng, L. (2001) Logistic regression in rare events data. Political Analysis 9(2), 137–163.
Knedlik, T. and von Schweinitz, G. (2012) Macroeconomic imbalances as indicators for debt crises in Europe. JCMS: Journal of Common Market Studies 50(5), 726–745.
Kumar, M., Moorthy, U. and Perraudin, W. (2003) Predicting emerging market currency crashes. Journal of Empirical Finance 10(4), 427–454.
Lo Duca, M. and Peltonen, T. A. (2013) Assessing systemic risks and predicting systemic events. Journal of Banking & Finance 37(7), 2183–2195.
Maalouf, M. and Siddiqi, M. (2014) Weighted logistic regression for large-scale imbalanced and rare events data. Knowledge-Based Systems 59, 142–148.
Manski, C. F. and Lerman, S. R. (1977) The estimation of choice probabilities from choice based samples. Econometrica 45(8), 1977–1988.
Oommen, T., Baise, L. G. and Vogel, R. M. (2011) Sampling bias and class imbalance in maximum-likelihood logistic regression. Mathematical Geosciences 43(1), 99–120.
Prentice, R. L. and Pyke, R. (1979) Logistic disease incidence models and case-control studies. Biometrika 66(3), 403–411.
Riccetti, L., Russo, A. and Gallegati, M. (2018) Financial regulation and endogenous macroeconomic crises. Macroeconomic Dynamics 22(4), 896–930.
Sarlin, P. (2013) On policymakers’ loss functions and the evaluation of early warning systems. Economics Letters 119(1), 1–7.
Savage, L. J. (1951) The theory of statistical decision. Journal of the American Statistical Association 46(253), 55–67.
Wald, A. (1950) Statistical Decision Functions. New York: Wiley.
Wilks, D. S. (2011) Statistical Methods in the Atmospheric Sciences, 3rd ed. International Geophysics Series, Vol. 100. Academic Press.