Academic literature on the topic 'Banking and Insurance'

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Journal articles on the topic "Banking and Insurance"

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Haubrich, Joseph G., and Robert G. King. "Banking and insurance." Journal of Monetary Economics 26, no. 3 (December 1990): 361–86. http://dx.doi.org/10.1016/0304-3932(90)90003-m.

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Newman, Karl, and Mads Andenas. "IV. Insurance and Banking." International and Comparative Law Quarterly 45, no. 1 (January 1996): 230–35. http://dx.doi.org/10.1017/s0020589300058772.

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There are still unresolved conflicts at the final stage of the completion of the internal financial market.1 Member State actions have been brought against the European Parliament and Council Directive on Deposit Guarantee Schemes2 and against the Commission Communication on an Internal Market for Pension Funds.1
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Newman, Karl, and Mads Andenas. "IV. Insurance and Banking." International and Comparative Law Quarterly 47, no. 3 (July 1998): 719–24. http://dx.doi.org/10.1017/s0020589300062308.

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The internal financial market is still far from its completion. Parts of the financial market and certain financial institutions are not yet covered by implementing directives. In areas that are covered by directives, transposition by member States has not removed important practical barriers to cross-border establishment and provision of services. An interesting feature of the current developments in the EC regulation of financial markets is the Commission's use of “Communications” to implement Treaty freedoms and so to remedy the situation where the member States have blocked proposals for a directive or where unacceptable barriers remain after their transposition.
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Newman, Karl, and David Anderson. "I. Insurance and Banking." International and Comparative Law Quarterly 40, no. 3 (July 1991): 717–20. http://dx.doi.org/10.1093/iclqaj/40.3.717.

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Newman, Karl, and David Anderson. "I. Insurance And Banking." International and Comparative Law Quarterly 42, no. 1 (January 1993): 167–70. http://dx.doi.org/10.1093/iclqaj/42.1.167.

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Rogoziński, Dawid. "Securing Bank Claims by means of Credit Risk Insurance versus Insurance Recourse." Prawo Asekuracyjne 3, no. 100 (September 15, 2019): 47–61. http://dx.doi.org/10.5604/01.3001.0013.5733.

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This article examines the specific nature of the insurance of risks directly related to lending. The dynamic development of cooperation between banking and insurance industries has resulted not only in a greater popularity of the coverages already existing on the market, but also in new types of insurance products directly linked to banking operations and covering risks that were traditionally non-transferable to insurance undertakings. Further comments refer to the functions of insurance recourse in relations with banks. However, the main focus of this study is the confrontation of results of those analyses with the phenomenon of directing recourse claims to the entities carrying the actual and final burden of the insurance cost (borrowers). Moreover, practical solutions adopted by credit institutions which involve the treatment of credit risk insurances as payment protection methods and consequently shift the burden of insurance premium onto the borrower have been assessed.
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Bidabad, Bijan. "Insurance Products in Rastin Profit and Loss Sharing Banking." Indian Journal of Finance and Banking 3, no. 1 (June 28, 2019): 40–54. http://dx.doi.org/10.46281/ijfb.v3i1.344.

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Purpose: This paper aims to explain new insurance products and policies in Rastin Profit and Loss Sharing (PLS) Banking. Rastin Banking is a full Islamic Banking System with all necessary parts for banking operations that can be installed in conventional and Islamic banks both. In this paper, we are going to explain the milestones of new insurance products and policies. Design: Rastin Banking complies with the nature of the intermediary financial activity and has a new type of banking operations. The systems and instruments of this type of banking have different risk treatments, and new insurance policy and measures should be defined to cover the risks of the operations In order to fulfill this goal, appropriate insurance policies are described. Findings: Some new insurance products are defined such as Certificate Insurance, Insurance of Market Value of Certificate, Responsibility/Engineering Insurance, Insurance of Accidents Concerning the Article of Sharing, Collateral Insurance, Loss Margin Insurance, Profit Margin Insurance, Merchandise Transportation Insurance, Production Equipment and Installations Insurance, Product Quality Insurance, Insurance of Commodity under Production, Inventory Insurance, Production Limited Loss Insurance, Transaction Limited Loss Insurance to handle Rastin Banking. Research limitations: Many of these insurance policies are new and require more elaborations for further practical development and adjustment. Practical implications: These insurance products can be used both in Rastin Banking operations as well as conventional business and finance arrangements. These insurance policies have no conflict with indisputable legal principles, and insurance companies can supply these insurance products based on their own actuary calculations. Social implications: The introduced insurance policies actually change profit and loss sharing activity to just profit sharing. Originality/value: Approach of this system and the designed insurance policies is entirely different and new.
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Snen, Cyrine. "Deposit insurance and banking stability." Journal of Research and Innovation for Sustainable Society 3, no. 2 (November 15, 2021): 215–20. http://dx.doi.org/10.33727/jriss.2021.2.24:215-220.

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Bazilinska, Olena, and Olena Panchenko. "Conceptual Frameworks of the Development of Banking and Insurance Interaction in Modern Conditions." Scientific Papers NaUKMA. Economics 6, no. 1 (July 30, 2021): 14–20. http://dx.doi.org/10.18523/2519-4739.2021.6.1.14-20.

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The purpose of the article is to reveal conceptual frameworks for further development of the banking and insurance interaction in order to ensure the growth of the value of banking and insurance business on account of the more effective use of their potentials and opportunities.It is noted in the article that banking and insurance interaction is manifested as the provision of insurance services through banking institutions – Banсassurance, the provision of banking services through insurance companies – Assurbanking, the provision of integrated services within financial conglomerates – Allfinanz.In the course of the research, it was determined that the banking channel for the sale of insurance services is the most efficient, and Bancassurance is a system of insurance services sale through the extensive banking network. The necessity and importance of the Bancassurance development, which is actively used in all developed countries, but differs in scale, methods, organizational forms and final financial results, is revealed. This is especially relevant in the context of reforming the regulatory bodies of the state financial market.Within the study, the advantages and disadvantages of Bancassurance and the prerequisites for its development are revealed. Particular attention is paid to the requirements to insurance companies in the process of the Bancassurance implementation. It is noted within the article that the interaction of banks and insurance companies can be carried out at different levels, from the level of the cooperation agreement, agency agreement, banking and insurance cooperation, to the level of the corporate control through the mechanism of mergers and acquisitions and financial supermarket.Within the study the conclusions are made that further development of banking and insurance interaction is conceptually aimed at increasing the role of commercial banks and the formation of “financial supermarkets”, in which each customer can meet the needs of bank services, financial consulting, and insurance. JEL classіfіcatіon: G21, G22
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MAKHDIEVA, Yu M., D. F. NURDINOVA, and K. M. ZAKERGAEVA. "CURRENT PROBLEMS AND PROSPECTS FOR DEVELOPMENT OF BANKING RISK INSURANCE IN RUSSIA." EKONOMIKA I UPRAVLENIE: PROBLEMY, RESHENIYA 4, no. 11 (2020): 124–28. http://dx.doi.org/10.36871/ek.up.p.r.2020.11.04.022.

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The article discusses current problems and prospects for the development of banking risks insurance at the present stage. The main reasons for the insufficient development of banking risks insurance in Russia are identified. The most promising areas in the development of banking risks insurance and priority areas for improving the Russian deposit insurance system have been identified.
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Dissertations / Theses on the topic "Banking and Insurance"

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Litton, Roger Anthony. "Crime, crime prevention and insurance." Thesis, Open University, 1985. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.262150.

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Mürmann, Alexander. "Financial and actuarial valuation of insurance derivatives." Thesis, London School of Economics and Political Science (University of London), 2002. http://etheses.lse.ac.uk/2103/.

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This dissertation looks into the interplay of financial and insurance markets that is created by securitization of insurance related risks. It comprises four chapters on both the common ground and different nature of actuarial and financial risk valuation. The first chapter investigates the market for catastrophe insurance derivatives that has been established at the Chicago Board of Trade in 1992. Modeling the underlying index as a compound Poisson process the set of financial derivative prices that exclude arbitrage opportunities is characterized by the market prices of frequency and jump size risk. Fourier analysis leads to a representation of price processes that separates the underlying stochastic structure from the contract's payoff and allows derivation of the inverse Fourier transform of price processes in closed form. In a market with a representative investor, market prices of frequency and jump size risk are uniquely determined by the agent's coefficient of absolute risk aversion which consequently fixes the price process on the basis of excluding arbitrage strategies. The second chapter analyzes a model for a price index of insurance stocks that is based on the Cramer-Lundberg model used in classical risk theory. It is shown that price processes of basic securities and derivatives can be expressed in terms of the market prices of risk. This parameterization leads to formulae in closed form for the inverse Fourier transform of prices and the conditional probability distribution. Financial spreads are examined in more detail as their structure resembles the characteristics of stop loss reinsurance treaties. The equivalence between a representative agent approach and the Esscher transform is shown and the financial price process that is robust to these two selection criteria is determined. Finally, the analysis is generalized to allow for risk processes that are perturbed by diffusion. In the third chapter an integrated market is introduced containing both insurance and financial contracts. The calculation of insurance premia and financial derivative prices is presented assuming the absence of arbitrage opportunities. It is shown that in contrast to financial contracts, there exist infinitely many market prices of risk that lead to the same premium process. Thereafter a link between financial and actuarial prices is established based on the requirement that financial prices should be consistent with actuarial valuation. This connection is investigated in more detail under certain premium calculation principles. The starting point of the final chapter is the Fourier technique developed in Chapters 1 and 2. It is the aim of this chapter to generalize the analysis to underlying Levy processes. Expressions for the conditional moments and probabilities based on these processes are derived and their inverse Fourier transforms are obtained in closed form. The representation of conditional moments and probabilities separates the stochastic structure from the deterministic dependence on the underlying Levy processes.
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Soyer, Baris. "Warranties in marine insurance : a comprehensive study." Thesis, University of Southampton, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.368333.

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Nurullah, Mohamed. "Interface of insurance and banking in European countries." Thesis, City, University of London, 2000. http://openaccess.city.ac.uk/17895/.

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This thesis investigates one of the crucial issues currently facing the European financial institutions, in particular, banks and insurance companies. Currently in Europe, the banks are engaging into insurance business, and, the insurance companies, to a lesser effect, are engaging into banking business. These cross-business activities have broken down the long tradition of separation of these two financial industries, and have raised many questions. But there is little evidence on this issue, theoretically as well as empirically. This thesis is a kind of interdisciplinary approach and it has two parts. In the first part, the thesis examines various interfaces that exist between the European banks and insurance companies from two perspectives: banks' perspective as well as insurance companies' perspective. (Chapter two and three respectively). Based on industrial economic theory, organisation theory, the strategy & international business theory, and the regulation theory, a historical analysis is employed for the examination of these various interfaces. The thesis also examines the traditional relationships and traditional distribution channels of banks as well as insurance companies and the development of their current changing patterns. Driving forces for these changing interfaces and the regulation concerning changes of interface are also considered in the thesis (Chapter four). The EC Directives on banking and insurance are also given their due weight for this examination. One of the major contributions in the first part is to make a theoretical development of this new area, and the creation of 'bancassurance' and 'assurancebank' data that is scarce and can be invaluable for further research and development on this issue. Some of these data are used in the second part of the thesis. In the second part of the thesis, two sets of empirical tests are conducted. The first test is the test of return and risk effects on European bank holding companies diversification into various insurance business, namely life assurance underwriting, general insurance underwriting, and insurance broking business. The second test is opposite to the first one, i.e. the test of return and risk effects on European insurance holding companies diversification into banking business (Chapter five and six respectively). Based on finance literature, econometric work is employed for these tests. The results of the first test shows that banks significantly increase their risk in underwriting of life as well as underwriting of general insurance business. Expansion in life underwriting significantly increases returns but the effect on return from expanding in general insurance underwriting is not significant. The most profitable expansion is into insurance broking business since our results indicate a significant positive effect on return with no adverse effects on risk. On the other hand, the results of the second test shows that the insurance companies bankruptcy risk although increases, two other risk measurements indicate significant risk reduction, and the return in this case does not have significant effect. This suggests that only the cross-business distribution activities should be permitted and the cross-business underwriting activities should be restricted in order to reduce the probability of bankruptcies.
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Seatzu, Francesco. "Insurance in private international law : a European perspective." Thesis, University of Nottingham, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.364461.

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Pereira, Fernanda Chaves. "Bayesian Markov chain Monte Carlo methods in general insurance." Thesis, City University London, 2000. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.342720.

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Olanipekun, Oladapo Olumide. "Banking regulation and deposit insurance : legal and comparative perspective." Thesis, Queen Mary, University of London, 2008. http://qmro.qmul.ac.uk/xmlui/handle/123456789/1581.

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A major point of debate in most financial systems is the relevance, form and scope of regulatory intervention, particularly on the trade-off between the benefits and costs of regulation. Deposit insurance is a prominent part of most modern regulatory financial safety nets. As with banking regulation in general, it is still debatable whether deposit insurance is necessary in all cases. While most deposit insurance schemes have the joint aims of financial stability and depositor protection, there are inherent difficulties posed by the introduction of such schemes, in particular the moral hazard and agency problems. For the purpose of this thesis, these difficulties have been generally termed as the deposit insurance problem. A number of issues arise for consideration if deposit insurance is to be provided. The thesis argues that the optimal design of deposit insurance schemes is dependent on three factors: an effective system of bank supervision and regulation; identification and prioritisation of the policy objectives which the scheme is to achieve; and adoption of incentive-compatible systems in line with sound practice guides but tailored to country-specific circumstances. There is generally no fixed or absolute model for all states. The thesis involves an assessment of deposit insurance schemes in the United Kingdom, the United States and Nigeria. An assessment of these schemes, as well as international and regional developments, will show that cross-country differences should play an important factor in the adoption or reform of deposit insurance schemes, but that there arc common concerns for policymakers whatever the distinctiveness of local circumstances. The challenge for policymakers is how to achieve a fair balance between the protection of depositors and banking system stability on the one hand and minimizing elements of the deposit insurance problem on the other hand. The aim is to recommend a future course of reform that includes a general support model and specific recommendations for the jurisdictions that are examined
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Silva, Nancy Andrea. "The economics of banking crisis, regulation and deposit insurance." Thesis, London School of Economics and Political Science (University of London), 2008. http://etheses.lse.ac.uk/2980/.

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This thesis provides an economic analysis of banking crisis, regulation and deposit insurance. Chapter 1 offers a critical review of the literature, identifying the main determinants of banking crises and their channels of contagion. Chapter 2 studies the effectiveness of deposit insurance in containing panic runs when depositors have private information. The region of panic runs decreases with the size of the guarantee and the degree of supervisory involvement of the agency in charge of insurance. High levels of insurance tend to increase the equilibrium demand deposit contract and so the probability of runs, but supervision can also limit this effect. Therefore, a scheme with limited insurance and a high degree of supervisory involvement should be preferred. Chapter 3 evaluates subordinated debt and disclosure requirements as instruments of market discipline. In the presence of deposit insurance, the former can be used to complement the latter, providing a new set of information which is useful to the regulator. If the subordinated bond has a long maturity, the probability of insolvency decreases for any level of noise in the information disclosed by the manager. If the bond can be rolled over, the quality of information improves substantially but the probability of insolvency increases slightly. Chapter 4 studies the inter-temporal effects of capital adequacy requirements. A bank's risk-taking dynamic depends on critical thresholds of the capital requirements in each period. When the requirement binds in the initial period, risk can be reduced to the social optimum but at the cost of reducing financial intermediation as well. Moral hazard increases because, among the binding banks, the better capitalised ones raise relatively more insured deposits and take on relatively more risk. When the requirement binds in the interim period risk-taking increases, the more so the less capitalised is the bank, making smaller banks weaker.
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Abdel-Bary, Tarek Ezzat Mohamed. "New model for aviation hull insurance rating applying credibility theory." Thesis, City University London, 1991. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.304601.

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Jowett, Matthew R. "Voluntary health insurance in Vietnam : a theoretical and empirical exploration." Thesis, University of York, 2002. http://etheses.whiterose.ac.uk/14016/.

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Books on the topic "Banking and Insurance"

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Uju, Francis Adoms. Banking for Beginners II. Makurdi, Benue, Nigeria.: Upright Publishing House, 2014.

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Landon, Peter L. VAT and the city: Banking, finance & insurance. 2nd ed. Bicester, Oxfordshire: CCH Editions, 1990.

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EC competition law: Banking and insurance services. London: Chancery Law Pub., 1993.

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Moore, Patrick J. Managing bank insurance programs. New York, N.Y: Executive Enterprises Publications Co., 1988.

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Institute of Public Enterprise (Hyderabad, India), ed. Risk management in banking, insurance, and financial services. New Delhi: Academic Foundation in association with Institute of Public Enterprise, Hyderabad, 2014.

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Hickey, Julian J. B. VAT and the city: Banking, finance and insurance. Kingston upon Thames: CCH, 2012.

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Islamic banking, finance, and insurance: A global overview. Gombak, Kuala Lumpur: A.S. Noordeen, 2006.

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Landon, Peter L. VAT and the City: Banking finance and insurance. Bicester: CCH Editions, 1988.

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Cull, Rober J. Deposit insurance and financial development. Washington, D.C: World Bank, Development Research Group, Finance, 2001.

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Society of Chartered Property and Casualty Underwriters, ed. Insurance operations. Malvern, Pa: The Institutes, 2010.

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Book chapters on the topic "Banking and Insurance"

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Keiding, Hans. "Deposit Insurance." In Economics of Banking, 299–310. London: Macmillan Education UK, 2016. http://dx.doi.org/10.1007/978-1-137-45305-1_15.

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Lewis, Mervyn. "Banking as Insurance." In The Future of Financial Systems and Services, 225–42. London: Palgrave Macmillan UK, 1990. http://dx.doi.org/10.1007/978-1-349-10439-0_13.

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Kokkinis, Andreas, and Andrea Miglionico. "Deposit insurance and banking stability." In Banking Law, 296–309. Milton Park, Abingdon, Oxon ; New York, NY : Routledge, 2021.: Routledge, 2021. http://dx.doi.org/10.4324/9781003133636-19.

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Schoenmaker, Dirk. "Home Country Deposit Insurance?" In Money and Banking, 95–116. London: Palgrave Macmillan UK, 1993. http://dx.doi.org/10.1007/978-1-349-13319-2_7.

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Markham, Jerry W. "Securities, Banking, and Insurance." In From the Post Enron Accounting Scandals to the Subprime Crisis, 139–88. New York: Routledge, 2022. http://dx.doi.org/10.4324/9781003247166-4.

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Markham, Jerry W. "Insurance, Banking, and Underwriting." In From J.P. Morgan to the Institutional Investor, 17–28. New York: Routledge, 2022. http://dx.doi.org/10.4324/9781003247104-2.

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Santomero, Anthony M. "Banking and Insurance: A Banking Industry Perspective." In Financial Management of Life Insurance Companies, 17–43. Dordrecht: Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-011-2208-5_3.

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Girasa, Roy. "Insurance Companies as SIFIs: The MetLife Inc. Litigation." In Shadow Banking, 231–78. Cham: Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-33026-6_7.

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Seidman, L. William. "Deposit Insurance and Banking Efficiency." In Bankers’ and Public Authorities’ Management of Risks, 1–15. London: Palgrave Macmillan UK, 1990. http://dx.doi.org/10.1007/978-1-349-10980-7_1.

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Paradi, Joseph C., H. David Sherman, and Fai Keung Tam. "Financial Services beyond Banking: Insurance." In Data Envelopment Analysis in the Financial Services Industry, 265–81. Cham: Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-69725-3_16.

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Conference papers on the topic "Banking and Insurance"

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Kuşcu, Sinan, and Galip Afsin Ravanoglu. "An Analysis of Insurance Industry in Turkey." In International Conference on Eurasian Economies. Eurasian Economists Association, 2011. http://dx.doi.org/10.36880/c02.00268.

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Today, insurance is related with every kind of trade, industry and an important part of the social structure. Insurance, in conjunction with securement qualifications, is also an element of trust. In addition, the creator of funds as of the part of economic activities, capital accumulation has become a yardstick to ensure and increase prosperity. Accumulated funds (especially in life insurance), banking and capital markets banker at a leading activities of insurance created. For this reason, insurance one of the most important activities that developed countries dealt with. In other words, there is a strong correlation between insurance activities and economic activities of developed countries with high social level.
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Yunita Sabrie, Hilda, Prawitra Thalib, Faizal Kurniawan, and Yuniarti. "The Insurance Agreement in the Urgency of Microcredit on Banking." In 2nd International Conference Postgraduate School. SCITEPRESS - Science and Technology Publications, 2018. http://dx.doi.org/10.5220/0007540302140219.

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Hominich, Irina Petrovna. "Current State And Problems Of Banking Risks Insurance In Russia." In International Scientific Congress «KNOWLEDGE, MAN AND CIVILIZATION». European Publisher, 2021. http://dx.doi.org/10.15405/epsbs.2021.05.85.

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He, Xu, Dayong Liu, and Yan Xiao. "Research on Building Open Insurance in the Insurance Industry Based on the Concept of Open Banking." In 2022 7th International Conference on Social Sciences and Economic Development (ICSSED 2022). Paris, France: Atlantis Press, 2022. http://dx.doi.org/10.2991/aebmr.k.220405.100.

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Sinaga, Ramson. "An Influence Of Psak 28, 36, a 62 Implementation To The Technical Reserve And Underwriting Revenue In General Insurance." In International Conference on Economics and Banking. Paris, France: Atlantis Press, 2015. http://dx.doi.org/10.2991/iceb-15.2015.32.

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Fecht, Falko, Stefan Thum, and Patrick Weber. "Fear, Deposit Insurance Schemes, and Deposit Reallocation in the German Banking System." In CARMA 2018 - 2nd International Conference on Advanced Research Methods and Analytics. Valencia: Universitat Politècnica València, 2018. http://dx.doi.org/10.4995/carma2018.2018.8572.

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Pokachalova, E. V. "Prospects Of Public Banking Supervision Development In Compulsory Health Insurance: World Experience." In Global Challenges and Prospects of The Modern Economic Development. European Publisher, 2021. http://dx.doi.org/10.15405/epsbs.2021.04.02.188.

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"LEGAL PRACTICE OF DELIVERING LEGALLY SIGNIFICANT MESSAGES IN THE CONTEXT OF DISPUTES ON RETURN OF THE FEE FOR JOINING THE VOLUNTARY INSURANCE PROGRAM." In Current Issue of Law in the Banking Sphere. Samara State Economic University, 2019. http://dx.doi.org/10.46554/banking.forum-10.2019-31/36.

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Kalacheva, I. V., O. N. Kozlova, and E. A. Kalacheva. "A Method of Assessing Cooperation Between Insurance Organizations and Commercial Banks in Insuring Banking Risks." In International Scientific Conference "Far East Con" (ISCFEC 2020). Paris, France: Atlantis Press, 2020. http://dx.doi.org/10.2991/aebmr.k.200312.232.

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Yanovskiy, Vladimir, Galina Zabnina, Gennady Kryksin, and Svetlana Podoprigorova. "Contemporary Empirical Aspects of Banking and Insurance as Financial Market Segments: a Case Study of Belgorod Region." In 8th International Conference on Contemporary Problems in the Development of Economic, Financial and Credit Systems (DEFCS 2020). Paris, France: Atlantis Press, 2020. http://dx.doi.org/10.2991/aebmr.k.201215.017.

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Reports on the topic "Banking and Insurance"

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Park, Sangkyun. Banking and Deposit Insurance as a Risk-Transfer Mechanism. Federal Reserve Bank of St. Louis, 1994. http://dx.doi.org/10.20955/wp.1994.025.

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Wheelock, David C., and Subal C. Kumbhaker. 'The Slack Banker Dances': Deposit Insurance and Risk-Taking in the Banking Collapse of the 1920s. Federal Reserve Bank of St. Louis, 1992. http://dx.doi.org/10.20955/wp.1992.002.

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Volkova, Nataliia P., Nina O. Rizun, and Maryna V. Nehrey. Data science: opportunities to transform education. [б. в.], September 2019. http://dx.doi.org/10.31812/123456789/3241.

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The article concerns the issue of data science tools implementation, including the text mining and natural language processing algorithms for increasing the value of high education for development modern and technologically flexible society. Data science is the field of study that involves tools, algorithms, and knowledge of math and statistics to discover knowledge from the raw data. Data science is developing fast and penetrating all spheres of life. More people understand the importance of the science of data and the need for implementation in everyday life. Data science is used in business for business analytics and production, in sales for offerings and, for sales forecasting, in marketing for customizing customers, and recommendations on purchasing, digital marketing, in banking and insurance for risk assessment, fraud detection, scoring, and in medicine for disease forecasting, process automation and patient health monitoring, in tourism in the field of price analysis, flight safety, opinion mining etc. However, data science applications in education have been relatively limited, and many opportunities for advancing the fields still unexplored.
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