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Dynamic Complex Hedging And Portfolio Optimization In Additive MarketsPolat, Onur 01 February 2009 (has links) (PDF)
In this study, the geometric Additive market models are considered. In general, these market models are incomplete, that means: the perfect replication of derivatives, in the usual sense, is not possible. In this study, it is shown that the market can be completed by new artificial assets which are called &ldquo / power-jump assets&rdquo / based on the power-jump processes of the underlying Additive process. Then, the hedging portfolio for claims whose payoff function depends on the prices of the stock and the power-jump assets at maturity is derived. In addition to the previous completion strategy, it is also shown that, using a static hedging formula, the market can also be completed by considering portfolios with a continuum of call options with different strikes and the same maturity. What is more, the portfolio optimization problem is considered in the enlarged market. The optimization problem consists of choosing an optimal portfolio in such a way that the largest expected utility of the terminal wealth is obtained. For particular choices of the equivalent martingale measure, it is shown that the optimal portfolio consists only of bonds and stocks.
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Tržně konzistentní oceňování závazků pojišťovny / Market consistent valuation of insurance liabilitiesŠindelář, Jakub January 2015 (has links)
Market-consistent actuarial valuation of insurance liabilities is important approach not only for regulatory framework Solvency II but also generally for financial and actuarial modeling in insurance companies. It is the reason why we will focus on derivation of basic theory for valuation of cash flow from insurance liabilities by real world probability measure with deflators and risk neutral measure with bank account numeraire (also called equivalent martingale measure). We will show on illustrative examples ekvivalence of both approaches. Further, we will focus on spot rate modeling using discrete time Vasicek model. We use discrete time Vasicek model in Valuation Portfolio theory, where we are trying to replicate insurance liabilities by financial instruments. In theory and also example we use important assumption about independent decoupling of financial events and insurance technical events for theirs modeling.
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Risk management of savings accounts / Risk management of savings accountsDžmuráňová, Hana January 2013 (has links)
This thesis deals with the risk management of savings accounts. Savings accounts are non- maturing liabilities bearing two embedded options. The first option is the client's right to withdraw deposits on notice. The second option is a bank's right to change the deposit rate on savings accounts whenever it wishes. This in practice means that a fierce competition may arise as banks can quickly react to competitor's change in the deposit rate. The embedded characteristics make the risk management of savings accounts challenging. We identify five key risks of savings accounts: liquidity risk, market risk (interest rate risk), systemic risk, reputational risk, and model risk. The thesis focuses on the interest rate risk and the method of replicating portfolios, which is a standard technique of the estimation of non-maturing liabilities' interest rate risk employed by banks. Using replicating portfolio approach, we derive that savings accounts are risky liabilities. We provide evidence that high deposit rates offered on numerous savings accounts in the Czech Republic have not been consistent with low market rates since January 2012, at least. We show that unsustainable deposit rates combined with competition among banks will lead to capital losses in some banks when market rates increase. JEL...
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Optimisation des modèles d'évaluation et de couverture des options financières sous contraintes de liquidité / Optimization of pricing and hedging models for financial options under liquidity constraintsBodin, Pierre-Anthony 05 December 2014 (has links)
Optimisation des modèles d'évaluation et de couverture d'options financières sous contraintes de liquidité / Optimization of pricing and hedging models for financial options under liquidity constraints
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Avaliação da maturidade implícita de passivos sem vencimento: uma abordagem empírica para depósitos de poupançaSalvador, Julio Cesar Moreira 30 January 2013 (has links)
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Previous issue date: 2013-01-30 / Non-maturing liabilities make up a large part of the funding base of financial institutions. These liabilities, such as checking and savings accounts, while allowing their depositors to withdraw the full amount of their investments at any time, the balance remain in the financial institutions for long period of time. The lack of defined contractual maturity makes the risk management a difficult task. This study analyzes the implied maturity of savings deposits through a replicating portfolio model. As a result, it’s presented structures for allocating cash flows to manage market and liquidity risk of savings deposits. / Os depósitos sem vencimento formam grande parte da base de captação das instituições financeiras. Esses passivos, depósitos à vista ou de poupança, embora permitam que seus titulares saquem a qualquer momento o montante integral de suas aplicações, permanecem nas instituições financeiras por longos períodos de tempo. A falta de maturidade contratual definida torna o gerenciamento de riscos desses produtos uma difícil tarefa. Este estudo busca analisar as maturidades implícitas dos depósitos de poupança através de um modelo de carteira replicante. Como resultado, são apresentadas estruturas para alocação de fluxos de caixa para gestão de risco de mercado e liquidez dos depósitos de poupança.
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Hedge de opção utilizando estratégias dinâmicas multiperiódicas autofinanciáveis em tempo discreto em mercado incompleto / Option hedging with dynamic multi-period self-financing strategies in discrete time in incomplete marketsLazier, Iuri 04 August 2009 (has links)
Este trabalho analisa três estratégias de hedge de opção, buscando identificar a importância da escolha da estratégia para a obtenção de um bom desempenho do hedge. O conceito de hedge é analisado de forma retrospectiva e uma teoria geral de hedge é apresentada. Em seguida são descritos alguns estudos comparativos de desempenho de estratégias de hedge de opção e suas metodologias de implementação. Para esta análise comparativa são selecionadas três estratégias de hedge de opção de compra do tipo européia: a primeira utiliza o modelo Black-Scholes-Merton de precificação de opções, a segunda utiliza uma solução de programação dinâmica para hedge dinâmico multiperiódico e a terceira utiliza um modelo GARCH para precificação de opções. As estratégias são comentadas e comparadas do ponto de vista de suas premissas teóricas e por meio de testes comparativos de desempenho. O desempenho das estratégias é comparado sob uma perspectiva dinâmicamente ajustada, multiperiódica e autofinanciável. Os dados para comparação de desempenho são gerados por simulação e o desempenho é avaliado pelos erros absolutos médios e erros quadráticos médios, resultantes na carteira de hedge. São feitas ainda considerações a respeito de alternativas de estimação e suas implicações no desempenho das estratégias. / This work analyzes three option hedging strategies, to identify the importance of choosing a strategy in order to achieve a good hedging performance. A retrospective analysis of the concept of hedging is conducted and a general hedging theory is presented. Following, some comparative papers of hedging performance and their implementation methodologies are described. For the present comparative analysis, three hedging strategies for European options have been selected: the first one based on the Black-Scholes-Merton model for option pricing, the second one based on a dynamic programming solution for dynamic multiperiod hedging and the third one based on a GARCH model for option pricing. The strategies are compared under their theoric premisses and through comparative performance testes. The performances of the strategies are compared under a dynamically adjusted multiperiodic and self-financing perspective. Data for performance comparison are generated by simulation and performance is evaluated by mean absolute errors and mean squared errors resulting on the hedging portfolio. An analysis is also done regarding estimation approaches and their implications over the performance of the strategies.
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Hedge de opção utilizando estratégias dinâmicas multiperiódicas autofinanciáveis em tempo discreto em mercado incompleto / Option hedging with dynamic multi-period self-financing strategies in discrete time in incomplete marketsIuri Lazier 04 August 2009 (has links)
Este trabalho analisa três estratégias de hedge de opção, buscando identificar a importância da escolha da estratégia para a obtenção de um bom desempenho do hedge. O conceito de hedge é analisado de forma retrospectiva e uma teoria geral de hedge é apresentada. Em seguida são descritos alguns estudos comparativos de desempenho de estratégias de hedge de opção e suas metodologias de implementação. Para esta análise comparativa são selecionadas três estratégias de hedge de opção de compra do tipo européia: a primeira utiliza o modelo Black-Scholes-Merton de precificação de opções, a segunda utiliza uma solução de programação dinâmica para hedge dinâmico multiperiódico e a terceira utiliza um modelo GARCH para precificação de opções. As estratégias são comentadas e comparadas do ponto de vista de suas premissas teóricas e por meio de testes comparativos de desempenho. O desempenho das estratégias é comparado sob uma perspectiva dinâmicamente ajustada, multiperiódica e autofinanciável. Os dados para comparação de desempenho são gerados por simulação e o desempenho é avaliado pelos erros absolutos médios e erros quadráticos médios, resultantes na carteira de hedge. São feitas ainda considerações a respeito de alternativas de estimação e suas implicações no desempenho das estratégias. / This work analyzes three option hedging strategies, to identify the importance of choosing a strategy in order to achieve a good hedging performance. A retrospective analysis of the concept of hedging is conducted and a general hedging theory is presented. Following, some comparative papers of hedging performance and their implementation methodologies are described. For the present comparative analysis, three hedging strategies for European options have been selected: the first one based on the Black-Scholes-Merton model for option pricing, the second one based on a dynamic programming solution for dynamic multiperiod hedging and the third one based on a GARCH model for option pricing. The strategies are compared under their theoric premisses and through comparative performance testes. The performances of the strategies are compared under a dynamically adjusted multiperiodic and self-financing perspective. Data for performance comparison are generated by simulation and performance is evaluated by mean absolute errors and mean squared errors resulting on the hedging portfolio. An analysis is also done regarding estimation approaches and their implications over the performance of the strategies.
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Modeling of non-maturing deposits / Modellering av icke-tidsbunda inlåningsvolymerStavrén, Fredrik, Domin, Nikita January 2019 (has links)
The interest in modeling non-maturing deposits has skyrocketed ever since thefinancial crisis 2008. Not only from a regulatory and legislative perspective,but also from an investment and funding perspective.Modeling of non-maturing deposits is a very broad subject. In this thesis someof the topics within the subject are investigated, where the greatest focus inon the modeling of the deposit volumes. The main objective is to providethe bank with an analysis of the majority of the topics that needs to be cov-ered when modeling non-maturing deposits. This includes short-rate model-ing using Vasicek’s model, deposit rate modeling using a regression approachand a method proposed by Jarrow and Van Deventer, volume modeling usingSARIMA, SARIMAX and a general additive model, a static replicating port-folio based on Maes and Timmerman’s to model the behaviour of the depositaccounts and finally a liquidity risk model that was suggested by Kalkbrenerand Willing. All of these models have been applied on three different accounttypes: private transaction accounts, savings accounts and corporate savingsaccounts.The results are that, due to the current market, the static replicating portfoliodoes not achieve the desired results. Furthermore, the best volume model forthe data provided is a SARIMA model, meaning the effect of the exogenousvariables are seemingly already embedded in the lagged volume. Finally, theliquidity risk results are plausible and thus deemed satisfactory. / Intresset för att modellera inlåningsvolymer utan en kontrakterad förfallodaghar ökat markant sedan finanskrisen 2008. Inte bara sett utifrån ett perspek-tiv att uppfylla krav som ställs av tillsynsmyndigheter, men också sett utifrånbankens investerings-och finansieringsperspektiv.Målet med det här arbetet är att förse banken med en analys av majoritetenav de olika områdena som man behöver ta hänsyn till när man ska model-lera inlåningar utan förfallodatum, men med ett fokus på volymmodellering.I den här rapporten modelleras räntor (kortränta och kontoränta), kontovoly-merna, kontobeteendet samt likviditetsrisken. Detta görs med hjälp av Vasicekför korträntan, en regressionsmetod samt en metod som föreslagits av Jarrowoch Van Deventer för kontoräntan, SARIMA, SARIMAX och en generell ad-ditiv regressionsmetod för volymerna, en statisk replikeringsportfölj baseradpå Maes och Timmermans modell för att imitera kontona och slutligen så mo-delleras likviditetsrisken med ett ramverk som föreslagits av Kalkbrener ochWilling. Alla dessa nämnda modeller appliceras, där det är möjligt, på de treolika kontotyperna: privatkonton, sparkonton samt företagssparkonto.Resultatet är att räntemodelleringen samt replikeringsportföljen inte ger ade-kvata resultat på grund av den rådande marknaden. Vidare så ger en SARIMA-modell den bästa prediktionen, vilket gör att slutsatsen är att andra exogenavariabler redan är inneslutna i den fördröjda volymvariabeln. Avslutningsvisså ger likviditetsmodellen tillfredsställande resultat och antas vara rimlig.
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