References
- Zozul'ov O.V, Menkova K.I. Understanding of marketing stress-testing of business model of enterprises, as a factor of a company's steady development. SWorldJournal, 43, 60-67 (2019). https://doi.org/10.30888/2410-6615.2020-06-03-005
- Subrahmanyam OV., Nishit M. Anomaly detection in market risk analysis and stress testing. 2020. https://www.cfainstitute.org/-/media/regional/arx/post-pdf/2020/06/04/anomaly-detection-in-market-risk-analysis-and-stress-testing.ashx (Accessed December 5, 2021)
- Jacobs M. The validation of machine-learning models for the stress testing of credit risk. 2018. https://www.researchgate.net/publication/330191526_The_validation_of_machinelearning_models_for_the_stress_testing_of_credit_risk (Accessed December 10, 2021)
- Petropoulos A., Siakoulis V., Vlachogiannakis N., Stavroulakis E. Deep-Stress: A deep learning approach for dynamic balance sheet stress testing. 2019. https://www.eba.europa.eu/sites/default/documents/files/document_library/Calendar/ConferenceWorkshop/2019/8th%20annual%20workshop%20documents/2%20DeepStressA%20deep%20learning%20approach%20for%20dynamic%20balance%20sheet%20stress%20testing.pdf (Accessed December 12, 2021)
- Aziz S., Dowling M. Machine Learning and AI for Risk Management. 2018. https://link.springer.com/chapter/10.1007/978-3-030-02330-0_3 (Accessed December 15, 2021)
- PWC. Model Risk Management of AI and Machine Learning Systems. 2020. https://www.pwc.co.uk/data-analytics/documents/model-risk-management-of-ai-machine-learning-systems.pdf (Accessed December 7, 2021)
- Haaker T., Bouwman H., Janssen W., de Reuver M. Business model stress testing: A practical approach to test the robustness of a business model. 2017. https://www.sciencedirect.com/science/article/pii/S001632871630341X (Accessed December 9, 2021)
- Licari J.M. Market Risk Stress Testing Models. 2015. https://www.moodysanalytics.com/-/media/presentation/2015/2015-02-12-market-risk-stress-testing-models.pdf (Accessed December 6, 2021)
- Aragones J.R., Blanco C., Dowd K. Incorporating Stress Tests into Market Risk Modeling. 2001. http://efinance.org.cn/cn/FEshuo/FEIncorporating%20Stress%20Tests%20into%20Market%20Risk%20Modeling.pdf (Accessed December 10, 2021)
- Alexander C., Sheedy E. Developing a Stress Testing Framework Based on Market Risk Models. 2008. https://www.researchgate.net/publication/222425217_Developing_a_Stress_Testing_Framework_Based_on_Market_Risk_Models (Accessed December 12, 2021)
- Engle R.F. Stress Testing with Market Data. 2020. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3666145 (Accessed December 12, 2021)
- Menkova K.I., Zozul'ov O.V. Company's business model stress testing as a base of economical sustainability in the next normality. 2018. https://www.sworldjournal.com/index.php/swj/article/view/swj06-03-005/670 (Accessed December 16, 2021)
- CEBS. Technical aspects of stress testing under the supervisory review process - CP 12. 2006. https://www.eba.europa.eu/sites/default/documents/files/documents/10180/16094/0fbfc032-152c-4936-b8c7-8bd965e7c98c/GL03stresstesting.pdf?retry=1 (Accessed December 16, 2021)
- Booth D. Marketing analytics in the age of machine learning. 2019. https://hstalks.com/article/5014/marketing-analytics-in-the-age-of-machine-learning/ (Accessed December 12, 2021)
- Brei A.V. Machine Learning in Marketing: Overview, Learning Strategies, Applications, and Future Developments. 2020. https://www.researchgate.net/publication/344000369_Machine_Learning_in_Marketing_Overview_Learning_Strategies_Applications_and_Future_Developments (Accessed December 12, 2021)
- Sundsoy P., Bjelland J., Iqbal A.M., Pentland A., de Montjoye Y.A. Big Data-Driven Marketing: How Machine Learning Outperforms Marketers' Gut-Feeling. 2014. https://www.semanticscholar.org/paper/Big-Data-Driven-Marketing%3A-How-Machine-Learning-Sundsoy-Bjelland/62e5bd319c55f025296dbcbd7f2cacbe0ee12798 (Accessed December 8, 2021)
- Mari A. The Rise Of Machine Learning In Marketing: Goal, Process, And Benefit Of Ai-Driven Marketing. 2019. https://groupmp15170118135410.blob.core.windows.net/cmscontent/2019/05/The-Rise-of-Machine-Learning-in-Marketing_Research-Report_Alex-Mari_2019.pdf (Accessed December 8, 2021)
- Cannella J. Artificial Intelligence In Marketing. 2018. https://assets.websitefiles.com/5d3a327acd3c3c5e5999b0b6/5f10bf5288c2791376593af5_Cannella_J_Spring_2018.pdf (Accessed December 9, 2021)
- Vertical Leap. A marketer's guide to machine learning and AI. 2018. https://www.vertical-leap.uk/downloads/the-marketing-managers-guide-to-machine-learning.pdf (Accessed December 6, 2021)
- Ullal M.S., Hawaldar I.T., Soni R., Nadeem M. The Role of Machine Learning in Digital Marketing. 2021. https://journals.sagepub.com/doi/pdf/10.1177/21582440211050394 (Accessed December 12, 2021)
- Zozul'ov O.V, Menkova K.I. Concept of marketing stress-testing business model as a factor of steady development of enterprise. Topical issues of economics, accounting, finance and law in modern conditions. 2019. https://ela.kpi.ua/bitstream/123456789/36963/1/Zozulov_Menkova_Marketing-XXI_2020.pdf (Accessed December 10, 2021)
- Menkova K.I , Zozul'ov O.V. Approaches to forming enterprises' business-models. Marketing and Digital Technologies, 3(4), 32-39 (2019). https://doi.org/10.15276/mdt.3.4.2019.3