Barbara Jarmulska

Personal Details

First Name:	Barbara
Middle Name:
Last Name:	Jarmulska
Suffix:
RePEc Short-ID:	pja605
	[This author has chosen not to make the email address public]

Affiliation

European Central Bank

Frankfurt am Main, Germany
http://www.ecb.europa.eu/
RePEc:edi:emieude (more details at EDIRC)

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

1. Jarmulska, Barbara, 2020. "Random forest versus logit models: which offers better early warning of fiscal stress?," Working Paper Series 2408, European Central Bank.
   • Barbara Jarmulska, 2022. "Random forest versus logit models: Which offers better early warning of fiscal stress?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(3), pages 455-490, April.

   Cited by:

   1. Valencia, Oscar & Parra, Diego A. & Díaz, Juan Camilo, 2022. "Assessing Macro-Fiscal Risk for Latin American and Caribbean Countries," IDB Publications (Working Papers) 12482, Inter-American Development Bank.
   2. Jorge M. Uribe, 2023. ""Fiscal crises and climate change"," IREA Working Papers 202303, University of Barcelona, Research Institute of Applied Economics, revised Feb 2023.
   3. Moreno Badia, Marialuz & Medas, Paulo & Gupta, Pranav & Xiang, Yuan, 2022. "Debt is not free," Journal of International Money and Finance, Elsevier, vol. 127(C).
      • Ms. Marialuz Moreno Badia & Mr. Paulo A Medas & Pranav Gupta & Yuan Xiang, 2020. "Debt Is Not Free," IMF Working Papers 2020/001, International Monetary Fund.
   4. Donato Ceci & Andrea Silvestrini, 2023. "Nowcasting the state of the Italian economy: The role of financial markets," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(7), pages 1569-1593, November.
      • Donato Ceci & Andrea Silvestrini, 2022. "Nowcasting the state of the Italian economy: the role of financial markets," Temi di discussione (Economic working papers) 1362, Bank of Italy, Economic Research and International Relations Area.
   5. Raffaele De Marchi & Alessandro Moro, 2023. "Forecasting fiscal crises in emerging markets and low-income countries with machine learning models," Temi di discussione (Economic working papers) 1405, Bank of Italy, Economic Research and International Relations Area.
      • Raffaele Marchi & Alessandro Moro, 2024. "Forecasting Fiscal Crises in Emerging Markets and Low-Income Countries with Machine Learning Models," Open Economies Review, Springer, vol. 35(1), pages 189-213, February.
   6. Jiaming Liu & Chengzhang Li & Peng Ouyang & Jiajia Liu & Chong Wu, 2023. "Interpreting the prediction results of the tree‐based gradient boosting models for financial distress prediction with an explainable machine learning approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(5), pages 1112-1137, August.
   7. Lanbiao Liu & Chen Chen & Bo Wang, 2022. "Predicting financial crises with machine learning methods," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(5), pages 871-910, August.

2. Anderton, Robert & Di Lupidio, Benedetta & Jarmulska, Barbara, 2019. "Product market regulation, business churning and productivity: evidence from the European Union countries," Working Paper Series 2332, European Central Bank.
   • Anderton, Robert & Di Lupidio, Benedetta & Jarmulska, Barbara, 2020. "The impact of product market regulation on productivity through firm churning: Evidence from European countries," Economic Modelling, Elsevier, vol. 91(C), pages 487-501.
   • Robert Anderton & Barbara Jarmulska & Benedetta Di Lupidio, 2018. "Product market regulation, business churning and productivity: Evidence from the European Union countries," Discussion Papers 2018-12, University of Nottingham, GEP.

   Cited by:

   1. Peter Bauer & Igor Fedotenkov & Aurelien Genty & Issam Hallak & Peter Harasztosi & David Martinez Turegano & David Nguyen & Nadir Preziosi & Ana Rincon-Aznar & Miguel Sanchez Martinez, 2020. "Productivity in Europe: Trends and drivers in a service-based economy," JRC Research Reports JRC119785, Joint Research Centre.
   2. Chiara Tomasi & Fabio Pieri & Valentina Cecco, 2023. "Red tape and industry dynamics: a cross-country analysis," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(2), pages 283-320, June.
   3. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
   4. Bart van Ark & Dirk Pilat & Klaas de Vries, 2023. "Are Pro-Productivity Policies Fit for Purpose? Productivity Drivers and Policies in G-20 Economies," Working Papers 038, The Productivity Institute.
   5. Nakatani, Ryota, 2024. "Multifactor productivity growth enhancers across industries and countries: Firm-level evidence," MPRA Paper 120503, University Library of Munich, Germany.
      • Ryota Nakatani, 2024. "Multifactor productivity growth enhancers across industries and countries: firm-level evidence," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 401-446, June.
   6. Yi Yang & Shuhe Shi & Jingjing Wu, 2022. "Digital Financial Inclusion to Corporation Value: The Mediating Effect of Ambidextrous Innovation," Sustainability, MDPI, vol. 14(24), pages 1-23, December.
   7. Consolo, Agostino & Cette, Gilbert & Bergeaud, Antonin & Labhard, Vincent & Osbat, Chiara & Kosekova, Stanimira & Anyfantaki, Sofia & Basso, Gaetano & Basso, Henrique & Bobeica, Elena & Ciapanna, Eman, 2021. "Digitalisation: channels, impacts and implications for monetary policy in the euro area," Occasional Paper Series 266, European Central Bank.

3. Jarmulska, Barbara, 2016. "Analiza stabilności fiskalnej w Polsce w latach 1995-2014 [The Analysis of Fiscal Stability in Poland in the Years 1995-2014]," MPRA Paper 100830, University Library of Munich, Germany.

   Cited by:

   1. Wysocki Maciej & Wójcik Cezary, 2018. "Sustainability of fiscal policy in Poland in the period 2004–2017," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 54(3), pages 219-226, September.
   2. Maciej Wysocki & Cezary Wójcik, 2021. "Fiscal sustainability in the EU after the global crisis: Is there any progress? Evidence from Poland," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3997-4012, July.
   3. Maciej Wysocki & Cezary Wójcik, 2018. "Fiscal Sustainability in the EU After the Global Crisis: Is there any Progress?," CESifo Working Paper Series 7230, CESifo.

Articles

1. Barbara Jarmulska, 2022. "Random forest versus logit models: Which offers better early warning of fiscal stress?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(3), pages 455-490, April.
   • Jarmulska, Barbara, 2020. "Random forest versus logit models: which offers better early warning of fiscal stress?," Working Paper Series 2408, European Central Bank.
   See citations under working paper version above.
2. Ryan, Ellen & Horan, Aoife & Jarmulska, Barbara, 2022. "Commercial real estate and financial stability – new insights from the euro area credit register," Macroprudential Bulletin, European Central Bank, vol. 19.

   Cited by:

   1. Horan, Aoife & Jarmulska, Barbara & Ryan, Ellen, 2023. "Asset prices, collateral and bank lending: the case of Covid-19 and real estate," Working Paper Series 2823, European Central Bank.

3. Anderton, Robert & Di Lupidio, Benedetta & Jarmulska, Barbara, 2020. "The impact of product market regulation on productivity through firm churning: Evidence from European countries," Economic Modelling, Elsevier, vol. 91(C), pages 487-501.
   • Robert Anderton & Barbara Jarmulska & Benedetta Di Lupidio, 2018. "Product market regulation, business churning and productivity: Evidence from the European Union countries," Discussion Papers 2018-12, University of Nottingham, GEP.
   • Anderton, Robert & Di Lupidio, Benedetta & Jarmulska, Barbara, 2019. "Product market regulation, business churning and productivity: evidence from the European Union countries," Working Paper Series 2332, European Central Bank.
   See citations under working paper version above.

More information

Research fields, statistics, top rankings, if available.

Statistics

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Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 6 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.

1. NEP-EEC: European Economics (4) 2018-11-19 2023-03-20 2023-06-26 2024-07-22. Author is listed
2. NEP-URE: Urban and Real Estate Economics (3) 2023-03-20 2023-06-26 2024-07-22. Author is listed
3. NEP-MAC: Macroeconomics (2) 2017-09-24 2024-07-22. Author is listed
4. NEP-BAN: Banking (1) 2023-06-26
5. NEP-BEC: Business Economics (1) 2018-11-19
6. NEP-BIG: Big Data (1) 2020-06-15
7. NEP-CBA: Central Banking (1) 2024-07-22
8. NEP-CMP: Computational Economics (1) 2020-06-15
9. NEP-EFF: Efficiency and Productivity (1) 2018-11-19
10. NEP-FDG: Financial Development and Growth (1) 2023-06-26
11. NEP-FMK: Financial Markets (1) 2023-06-26
12. NEP-MON: Monetary Economics (1) 2023-06-26
13. NEP-REG: Regulation (1) 2018-11-19
14. NEP-RMG: Risk Management (1) 2024-07-22
15. NEP-SBM: Small Business Management (1) 2018-11-19
16. NEP-TID: Technology and Industrial Dynamics (1) 2018-11-19

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