Spelling suggestions: "subject:"risk managementpractical models"" "subject:"risk management.materials models""
41 |
Partial ordering of risky choices : anchoring, preference for flexibility and applications to asset pricingSagi, Jacob S. 11 1900 (has links)
This dissertation describes two theories of risky choice based on a normatively axiomatized
partial order. The first theory is an atemporal alternative to von Neumann
and Morgenstern's Expected Utility Theory that accommodates the status quo bias, violations
of Independence and preference reversals. The second theory is an extension of
the Inter-temporal von Neumann-Morgenstern theory of Kreps and Porteus (1978) that
features a normatively deduced preference for flexibility. A substantial part of the thesis
is devoted to examining equilibrium implications of the inter-temporal theory. In particular,
a multi-agent multi-period Bayesian rational expectations equilibrium is shown to
exist under certain conditions. Implications to asset pricing are then investigated with
an explicit parameterization of the model. / Business, Sauder School of / Finance, Division of / Graduate
|
42 |
The risk parity approach to asset allocationGalane, Lesiba Charles 12 1900 (has links)
Thesis (MSc)--Stellenbosch University, 2014. / ENGLISH ABSTRACT: We consider the problem of portfolio's asset allocation characterised by risk
and return. Prior to the 2007-2008 financial crisis, this important problem
was tackled using mainly the Markowitz mean-variance framework. However,
throughout the past decade of challenging markets, particularly for equities,
this framework has exhibited multiple drawbacks.
Today many investors approach this problem with a 'safety first' rule that
puts risk management at the heart of decision-making. Risk-based strategies
have gained a lot of popularity since the recent financial crisis. One of the
'trendiest' of the modern risk-based strategies is the Risk Parity model, which
puts diversification in terms of risk, but not in terms of dollar values, at the
core of portfolio risk management.
Inspired by the works of Maillard et al. (2010), Bruder and Roncalli (2012),
and Roncalli and Weisang (2012), we examine the reliability and relationship
between the traditional mean-variance framework and risk parity. We emphasise,
through multiple examples, the non-diversification of the traditional
mean-variance framework. The central focus of this thesis is on examining the
main Risk-Parity strategies, i.e. the Inverse Volatility, Equal Risk Contribution
and the Risk Budgeting strategies.
Lastly, we turn our attention to the problem of maximizing the absolute
expected value of the logarithmic portfolio wealth (sometimes called the drift
term) introduced by Oderda (2013). The drift term of the portfolio is given by
the sum of the expected price logarithmic growth rate, the expected cash flow,
and half of its variance. The solution to this problem is a linear combination
of three famous risk-based strategies and the high cash flow return portfolio. / AFRIKAANSE OPSOMMING: Ons kyk na die probleem van batetoewysing in portefeuljes wat gekenmerk
word deur risiko en wins. Voor die 2007-2008 finansiele krisis, was hierdie belangrike
probleem deur die Markowitz gemiddelde-variansie raamwerk aangepak.
Gedurende die afgelope dekade van uitdagende markte, veral vir aandele, het
hierdie raamwerk verskeie nadele getoon.
Vandag, benader baie beleggers hierdie probleem met 'n 'veiligheid eerste'
reël wat risikobestuur in die hart van besluitneming plaas. Risiko-gebaseerde
strategieë het baie gewild geword sedert die onlangse finansiële krisis. Een
van die gewildste van die moderne risiko-gebaseerde strategieë is die Risiko-
Gelykheid model wat diversifikasie in die hart van portefeulje risiko bestuur
plaas.
Geïnspireer deur die werke van Maillard et al. (2010), Bruder and Roncalli
(2012), en Roncalli and Weisang (2012), ondersoek ons die betroubaarheid en
verhouding tussen die tradisionele gemiddelde-variansie raamwerk en Risiko-
Gelykheid. Ons beklemtoon, deur middel van verskeie voorbeelde, die niediversifikasie van die tradisionele gemiddelde-variansie raamwerk. Die sentrale
fokus van hierdie tesis is op die behandeling van Risiko-Gelykheid strategieë,
naamlik, die Omgekeerde Volatiliteit, Gelyke Risiko-Bydrae en Risiko Begroting
strategieë.
Ten slotte, fokus ons aandag op die probleem van maksimering van absolute
verwagte waarde van die logaritmiese portefeulje welvaart (soms genoem die
drif term) bekendgestel deur Oderda (2013). Die drif term van die portefeulje
word gegee deur die som van die verwagte prys logaritmiese groeikoers, die
verwagte kontantvloei, en die helfte van die variansie. Die oplossing vir hierdie
probleem is 'n lineêre kombinasie van drie bekende risiko-gebaseerde strategieë
en die hoë kontantvloei wins portefeulje.
|
43 |
Assessment of business risk economic capital for South Africa banks : a response to Pillar 2 of Basel IIAlie, Kaylene Jean January 2016 (has links)
Thesis (M.M. (Finance & Investment)--University of the Witwatersrand, Faculty of Commerce, Law and Management, Wits Business School, 2016 / The study is an assessment of the current treatment of business risk, as a significant risk
type for financial institutions. It includes an industry analysis of the five major banks in South
Africa, as well as international banks, and how these banks currently manage business risk in
the Pillar 2 supervisory process. It assesses economic capital frameworks and the
importance of business risk in the risk assessment and measurement process in the global
and local industry.
Various methodologies have been researched to assess which statistical methods are best
suited in the measurement of this risk type as well as the quantification of the capital levels
required. This study has compared the available statistical methodologies currently used in
the industry and concludes which is best given the issues pertaining to the modelling of
business risk quantification.
A statistical model has been developed to quantify business risk for a specific bank using
bank specific data, using a methodology which is relatively generic and could be applied
widely across all financial institutions. The model serves to illustrate the principles
surrounding the quantification of business risk economic capital. / GR2018
|
44 |
Some extensions of portfolio selection under a minimax rule.January 2002 (has links)
Nie Xiaofeng. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2002. / Includes bibliographical references (leaves 52-56). / Abstracts in English and Chinese. / Chapter 1 --- Introduction --- p.1 / Chapter 2 --- A Minimax Model and Its CAPM --- p.9 / Chapter 2.1 --- Model Formulation --- p.9 / Chapter 2.2 --- Efficient Frontier --- p.11 / Chapter 2.3 --- Market Portfolio --- p.15 / Chapter 2.4 --- CAPM of Minimax Model --- p.22 / Chapter 3 --- "A Revised Minimax Model with Downside Risk, and Its CAPM" --- p.28 / Chapter 3.1 --- Model Formulation --- p.28 / Chapter 3.2 --- Efficient Frontier --- p.30 / Chapter 3.3 --- Market Portfolio and CAPM --- p.38 / Chapter 4 --- Numerical Analysis --- p.43 / Chapter 4.1 --- Efficient Frontiers --- p.43 / Chapter 4.1.1 --- Input Data --- p.45 / Chapter 4.1.2 --- Efficient Frontiers --- p.45 / Chapter 4.2 --- Monthly Rate of Return Comparison --- p.47 / Chapter 5 --- Summary --- p.50 / Bibliography --- p.52
|
45 |
Low probability-high consequence considerations in a multiobjective approach to risk managementBrizendine, Laora Dauberman 11 July 2009 (has links)
The goal of this research is to develop a mathematical model for determining a route that attempts to reduce the risk of low probability, high consequence accidents by trying to minimize the conditional expected risk given that an accident has occurred. However, if this were the only objective of the model, then poor decisions could result. Therefore, the model formulated is a bicriterion network optimization model that considers trade-offs between the conditional expectation of a catastrophic outcome and more traditional measure of risk dealing with the expected value of the consequence.
More specifically, the problem we wish to address involves finding a path that minimizes the conditional expectation of a catastrophic outcome such that the expected risk is lesser than or equal to a pre-determined value, v. The value v, is user-prescribed and is prompted by the solution to the shortest path problem which minimizes the expected risk. Two approaches are investigated. First, we apply a suitable k-shortest path algorithm to rank the extreme points for which the objective function value remains lesser than or equal to v. This enables the selection of a best path with respect to the conditional expectation objective function Second, we develop a fractional programming branch-and-bound approach that IS more robust with respect to the selected value of v. A simple numerical example is provided for the sake of illustration, and the model is also tested using real data Both data acquisition issues as well as algorithmic computational Issues are discussed. / Master of Science
|
46 |
Pricing and risk management of fixed income securities and their derivatives. / CUHK electronic theses & dissertations collection / Digital dissertation consortium / ProQuest dissertations and thesesJanuary 2001 (has links)
In the first essay, this thesis provides a new methodology for pricing the fixed income derivatives using the arbitrage-free Heath-Jarrow-Morton model (hereafter HJM model). While, most previous empirical implementations of HJM model like that by Amin and Morton (1994) are focused on one-factor model only, the essay attempts to extend the test to a two-factor model that could further capture the subtleties of the forward rate process. The two-factor Poisson-Gaussian version of HJM model derived by Das (1999) that incorporates a jump component as the second state variables is used to value the actively traded Eurodollar futures call option under the jump diffusion lattice. The one-factor and two-factor models are compared with five volatility functions to evaluate the degree of pricing improvement by the inclusion of one more state variable. / The essay also addresses the critical issues on the volatility structure of forward rates that affect the pricing performance of option under the HJM framework. Three new volatility specifications are constructed to estimate the traded options. The first volatility function is the humped & curvature adjusted model that allows for humped shape in volatility structure and better adjustment to the curvature of the term structure. The second is the humped & proportional model that exhibits humped volatility feature and is proportional to the forward rate. The third function is the linear exponential model that is extended from Vasicek's exponential model. They are compared with two other volatility structures developed by previous researchers on their pricing performances. The alternative models are examined from the perspectives of in-sample fit, out-of-sample pricing and hedging. / The second essay develops an approach for estimating the Value-at-Risk (hereafter VaR) with jumps using the Monte Carlo simulation method. It is by far the first paper to estimate VaR using the HJM model. The paper takes the framework of the Poisson Gaussian version of HJM model (hereafter, HJM jump-diffusion model) from Das (1999). The model is incorporated with a jump component to capture the kurtosis effect in the daily price changes. As a result, the HJM jump-diffusion model allows for the fat tailed and skewed distribution of return in most financial markets. The simulation process is expedited by using variance reduction method. The model is used for calculating the VaR of a portfolio consisting of the fixed income derivatives. The accuracy of the VaR estimates is examined statistically at the VaR at confidence level of both 95 and 99 percent. / This thesis is a collection of two essays that explore issues related to the pricing and the risk management of fixed income securities and derivatives in US markets. In the context of the pricing of derivatives, the arbitrage-free pricing approach is adopted. For the issue of risk management, the estimation of Value-at-Risk is presented. / by Ze-To Yau Man. / Source: Dissertation Abstracts International, Volume: 62-09, Section: A, page: 3138. / Supervisors: Jia He; Ying-foon Chow. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2001. / Includes bibliographical references (p. 145-151). / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest dissertations and theses, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest Information and Learning Company, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstracts in English and Chinese. / School code: 1307.
|
47 |
Entropic Considerations of Efficiency in the West Texas Intermediate Crude Oil Futures MarketUnknown Date (has links)
For the last fifty years, the efficient market hypothesis has been the central
pillar of economic thought and touted by all, despite Sanford Grossman’ and
Nobel prize winner Joseph Stiglitz’ objection in 1980. Andrew Lo updated the
efficient market hypothesis in 2004 to reconcile irrational human behavior and
cold, calculating automatons. This thesis utilizes 33 years of oil futures, GARCH
regressions, and the Jensen-Shannon informational criteria to provide extensive
empirical objections to informational efficiency. The results demonstrate
continuously inefficient oil future markets which exhibit decreased informational
efficiency during recessionary periods, advocating the adaptive market
hypothesis over the efficient market hypothesis. / Includes bibliography. / Thesis (M.S.)--Florida Atlantic University, 2016. / FAU Electronic Theses and Dissertations Collection
|
48 |
Individuals' responses to changes in risk: a person-specific analysis.Schwartz, Carmit M, Economics, Australian School of Business, UNSW January 2007 (has links)
In this thesis we consider two comparative statics questions of changes in risk. The first question concerns situations where an individual faces some risk and has no control over the uncertain environment. In these situations we ask what kind of changes in risk will cause the individual's expected utility to increase. The second comparative statics question concerns situations where an individual faces some risk and has some control over the uncertain environment. In particular, we consider situations where the individual maximizes her expected utility with respect to some control parameter. Here we ask what kind of changes in risk will cause the individual's optimal value of the control parameter to increase. The existing literature has answered these questions for a class of individuals (for example, the class of risk averse individuals). This thesis differs from existing literature as it focuses on a given individual, and thus reveals some of the person-specific factors that affect individual?s responses to changes in risk. The aim of the thesis is to show how an order on distributions, termed single crossing likelihood ratio (SCLR) order, can intuitively answer both questions for a given individual. The main contributions of the thesis are as follows. First, the thesis presents the SCLR order and its main properties. Second, the thesis shows that the SCLR order can answer the above comparative statics questions in an intuitive way. In particular, the thesis shows that the answer to the above questions, with the use of the SCLR order, depends on a risk reference point which can be interpreted as a "certainty equivalent" point. Thus it is demonstrated that individual's responses to changes in risk are affected by her "certainty equivalent" point. Lastly, the results of the thesis can be used to provide an intuitive explanation of related existing results that were obtained for a class of individuals.
|
49 |
Individuals' responses to changes in risk: a person-specific analysis.Schwartz, Carmit M, Economics, Australian School of Business, UNSW January 2007 (has links)
In this thesis we consider two comparative statics questions of changes in risk. The first question concerns situations where an individual faces some risk and has no control over the uncertain environment. In these situations we ask what kind of changes in risk will cause the individual's expected utility to increase. The second comparative statics question concerns situations where an individual faces some risk and has some control over the uncertain environment. In particular, we consider situations where the individual maximizes her expected utility with respect to some control parameter. Here we ask what kind of changes in risk will cause the individual's optimal value of the control parameter to increase. The existing literature has answered these questions for a class of individuals (for example, the class of risk averse individuals). This thesis differs from existing literature as it focuses on a given individual, and thus reveals some of the person-specific factors that affect individual?s responses to changes in risk. The aim of the thesis is to show how an order on distributions, termed single crossing likelihood ratio (SCLR) order, can intuitively answer both questions for a given individual. The main contributions of the thesis are as follows. First, the thesis presents the SCLR order and its main properties. Second, the thesis shows that the SCLR order can answer the above comparative statics questions in an intuitive way. In particular, the thesis shows that the answer to the above questions, with the use of the SCLR order, depends on a risk reference point which can be interpreted as a "certainty equivalent" point. Thus it is demonstrated that individual's responses to changes in risk are affected by her "certainty equivalent" point. Lastly, the results of the thesis can be used to provide an intuitive explanation of related existing results that were obtained for a class of individuals.
|
50 |
Modelling the interactions across international stock, bond and foreign exchange marketsHakim, Abdul January 2009 (has links)
[Truncated abstract] Given the theoretical and historical evidence that support the benefit of investing internationally. there is Iittle knowledge available of proper international portfolio construction in terms of how much should be invested in foreign countries, which countries should be targeted, and types of assets to be included in the portfolio. The prospects of these benefits depend on the market volatilities, cross-country correlations, and currency risks to change in the future. Another important issue in international portfolio diversification is the growth of newly emerging markets which have different characteristics from the developed ones. Addressing the issues, the thesis intends to investigate the nature of volatility, conditional correlations, and the impact of currency risks in international portfolio, both in developed and emerging markets. Chapter 2 provides literature review on volatility spillovers, conditional correlations, and forecasting both VaR and conditional correlations using GARCH-type models. Attention is made on the estimated models, type of assets, regions of markets, and tests of forecasts. Chapter 3 investigates the nature of volatility spillovers across intemational assets, which is important in determining the nature of portfolio's volatility when most assets are seems to be connected. ... The impacts of incorporating volatility spillovers and asymmetric effect on the forecast performance of conditional correlation will also be examined in this thesis. The VARMA-AGARCH of McAleer, Hoti and Chan (2008) and the VARMA-GARCH model of Ling and McAleer (2003) will be estimated to accommodate volatility spillovers and asymmetric effect. The CCC model of Bollerslev (1990) will also be estimated as benchmark as the model does not incorporate both volatility spillovers and asymmetric effects. Given the information about the nature of conditional correlations resulted from the forecasts using a rolling window technique, Section 2 of Chapter 4 investigates the nature of conditional correlations by estimating two multivariate GARCH models allowing for time-varying conditional correlations, namely the DCC model of Engle (2002) and the GARCC model of McAleer et al. (2008). Chapter 5 conducts VaR forecast considering the important role of VaR as a standard tool for risk management. Especially, the chapter investigates whether volatility spillovers and time-varying conditional correlations discussed in the previous two chapters are of helps in providing better VaR forecasts. The BEKK model of Engle and Kroner (1995) and the DCC model of Engle (2002) will be estimated to incorporate volatility spillovers and conditional correlations, respectively. The DVEC model of Bollerslev et al. (1998) and the CCC model of Bollerslev (1990) will be estimated to serve benchmarks, as both models do not incorporate both volatility spillovers and timevarying conditional correlations. Chapter 6 concludes the thesis and lists somc possible future research.
|
Page generated in 0.1036 seconds