Template-Type: ReDIF-Paper 1.0 Author-Name: Elena Deryugina Author-Email: DeryuginaEB@cbr.ru Author-Workplace-Name: Bank of Russia, Russian Federation Author-Name: Alexey Ponomarenko Author-Email: PonomarenkoAA@cbr.ru Author-Workplace-Name: Bank of Russia, Russian Federation Title: Real-time determination of credit cycle phases in emerging markets Abstract: We test the ability of early warning indicators that appear in the literature to predict credit cycle peaks in a cross-section of emerging markets. Our results confirm that the standard credit gap indicator performs satisfactorily. The robustness of real-time credit cycle determination may potentially (and with a risk of overfitting the data) be improved by simultane-ously monitoring GDP growth, banks’ non-core liabilities, the financial sector’s value added and (to a lesser extent) the change in the debt service ratio. Length: 19 pages Creation-Date: 2017-01 Revision-Date: Publication-Status: File-URL: http://www.cbr.ru/Content/Document/File/87556/wps_17_e.pdf File-Format: Application/pdf File-Function: Number:wps17 Classification-JEL: E37, E44, E51. Keywords: credit cycle, countercyclical capital buffers, early warning indicators, emerging markets. Handle: RePEc:bkr:wpaper:wps17