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9780470258118

Advanced Analytical Models: Over 800 Models and 300 Applications from the Basel II Accord to Wall Street and Beyond

by
  • ISBN13:

    9780470258118

  • ISBN10:

    047025811X

  • Format: eBook
  • Copyright: 2008-06-01
  • Publisher: Wiley
  • Purchase Benefits
List Price: $150.00
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Summary

If you're seeking solutions to advanced and even esoteric problems, Advanced Analytical Models goes beyond theoretical discussions of modeling by facilitating a thorough understanding of concepts and their real-world applications-including the use of embedded functions and algorithms. This reliable resource will equip you with all the tools you need to quantitatively assess risk in a range of areas, whether you are a risk manager, business decision-maker, or investor.

Table of Contents

Preface
Software Applications
Modeling Toolkit and Risk Simulator Applications
Introduction to the Modeling Toolkit Software
Introduction to Risk Simulator
Running a Monte Carlo Simulation
Using Forecast Charts and Confidence Intervals
Correlations and Precision Control
Tornado and Sensitivity Tools in Simulation
Sensitivity Analysis
Distributional Fitting: Single Variable and Multiple Variables
Bootstrap Simulation
Hypothesis Testing
Data Extraction, Saving Simulation Results, and Generating Reports
Regression and Forecasting Diagnostic Tool
Statistical Analysis Tool
Distributional Analysis Tool
Portfolio Optimization
Optimization with Discrete Integer Variables
Forecasting
AnalyticsùCentral Limit Theorem
AnalyticsùCentral Limit TheoremùWinning Lottery Numbers
AnalyticsùFlaw of Averages
AnalyticsùMathematical Integration Approximation Model
AnalyticsùProjectile Motion
AnalyticsùRegression Diagnostics
AnalyticsùShips in the Night
AnalyticsùStatistical Analysis
AnalyticsùWeighting of Ratios
Credit AnalysisùCredit Premium
Credit AnalysisùCredit Default Swaps and Credit Spread Options
Credit AnalysisùCredit Risk Analysis and Effects on Prices
Credit AnalysisùExternal Debt Ratings and Spread
Credit AnalysisùInternal Credit Risk Rating Model
Credit AnalysisùProfit Cost Analysis of New Credit
Debt AnalysisùAsset-Equity Parity Model
Debt AnalysisùCox Model on Price and Yield of Risky Debt with Mean-Reverting Rates
Debt AnalysisùDebt Repayment and Amortization
Debt AnalysisùDebt Sensitivity Models
Debt AnalysisùMerton Price of Risky Debt with Stochastic Asset and Interest
Debt AnalysisùVasicek Debt Option Valuation
Debt AnalysisùVasicek Price and Yield of Risky Debt
Decision AnalysisùDecision Tree Basics
Decision AnalysisùDecision Tree with EVPI, Minimax, and BayesÆ Theorem
Decision AnalysisùEconomic Order Quantity and Inventory Reorder Point
Decision AnalysisùEconomic Order Quantity and Optimal Manufacturing
Decision AnalysisùExpected Utility Analysis
Decision AnalysisùInventory Control
Decision AnalysisùQueuing Models
Exotic OptionsùAccruals on Basket of Assets
Exotic OptionsùAmerican, Bermudan, and European Options with Sensitivities
Exotic OptionsùAmerican Call Option on Foreign Exchange
Exotic OptionsùAmerican Call Options on Index Futures
Exotic OptionsùAmerican Call Option with Dividends
Exotic OptionsùAsian Lookback Options Using Arithmetic Averages
Exotic OptionsùAsian Lookback Options Using Geometric Averages
Exotic OptionsùAsset or Nothing Options
Exotic OptionsùBarrier Options
Exotic OptionsùBinary Digital Options
Exotic OptionsùCash or Nothing Options
Exotic OptionsùChooser Option
Exotic OptionsùChooser Option
Exotic OptionsùCommodity Options
Exotic OptionsùCurrency
Exotic OptionsùDouble Barrier Options
Exotic OptionsùEuropean Call Option with Dividends
Exotic OptionsùExchange Assets Option
Exotic OptionsùExtreme Spreads Option
Exotic OptionsùForeign EquityûLinked Foreign Exchange Options in Domestic Currency
Exotic OptionsùForeign Equity Struck in Domestic Currency
Exotic OptionsùForeign Equity with Fixed Exchange Rate
Exotic OptionsùForeign Takeover Options
Exotic OptionsùForward Start Options
Exotic OptionsùFutures and Forward Options
Exotic OptionsùGap Options
Exotic OptionsùGraduated Barrier Options
Exotic OptionsùIndex Options
Exotic OptionsùInverse Gamma Out-of-the-Money Options
Exotic OptionsùJump-Diffusion Options
Exotic OptionsùLeptokurtic and Skewed Options
Exotic OptionsùLookback with Fixed Strike
Exotic OptionsùLookback with Fixed Strike
Exotic OptionsùLookback with Floating Strike
Exotic OptionsùLookback with Floating Strike
Exotic OptionsùMin and Max of Two Assets
Exotic OptionsùOptions on Options
Exotic OptionsùOption Collar
Exotic OptionsùPerpetual Options
Exotic OptionsùRange Accruals
Exotic OptionsùSimple Chooser
Exotic OptionsùSpread on Futures
Exotic OptionsùSupershare Options
Exotic OptionsùTime Switch Options
Exotic OptionsùTrading-Day Corrections
Exotic OptionsùTwo-Asset Barrier Options
Exotic OptionsùTwo Asset Cash or Nothing
Exotic OptionsùTwo Correlated Assets Option
Exotic OptionsùUneven Dividend Payments Option
Exotic OptionsùWriter Extendible Option
ForecastingùData Diagnostics
ForecastingùEconometric, Correlations, and Multiple Regression Modeling
ForecastingùExponential J-Growth Curves
ForecastingùForecasting Manual Computations
ForecastingùLinear Interpolation and Nonlinear Spline Extrapolation
ForecastingùLogistic S-Growth Curves
ForecastingùMarkov Chains and Market Share
ForecastingùMultiple Regression
ForecastingùNonlinear Extrapolation and Forecasting
ForecastingùStochastic Processes, Brownian Motion, Forecast Distribution at Horizon, Jump-Diffusion, and Mean-Reversion
ForecastingùTime-Series ARIMA
ForecastingùTime-Series Analysis
Industry ApplicationsùBiotech Manufacturing Strategy
Industry ApplicationsùBiotech Inlicensing Drug Deal Structuring
Industry ApplicationsùBiotech Investment Valuation
Industry ApplicationùBanking: Integrated Risk Management, Probability of Default, Economic Capital, Value at Risk, and Optimal Bank Portfolios
Industry ApplicationùElectric/Utility: Optimal Power Contract Portfolios
Industry ApplicationùITùInformation Security Intrusion Risk Management
Industry ApplicationsùInsurance ALM Model
Operational RiskùQueuing Models at Bank Branches
OptimizationùContinuous Portfolio Allocation
OptimizationùDiscrete Project Selection
OptimizationùInventory Optimization
OptimizationùInvestment Portfolio Allocation
OptimizationùInvestment Capital Allocation I
OptimizationùInvestment Capital Allocation II
OptimizationùMilitary Portfolio and Efficient Frontier
OptimizationùOptimal Pricing with Elasticity
OptimizationùOptimization of a Harvest Model
OptimizationùOptimizing Ordinary Least Squares
OptimizationùStochastic Portfolio Allocation
Options AnalysisùBinary Digital Instruments
Options AnalysisùInverse Floater Bond
Options AnalysisùOptions-Trading Strategies
Options AnalysisùOptions-Adjusted Spreads Lattice
Options AnalysisùOptions on Debt
Options AnalysisùFive Plain Vanilla Options
Probability of DefaultùBond Yields and Spreads
Probability of DefaultùEmpirical Model
Probability of DefaultùExternal Options Model
Probability of DefaultùMerton Internal Options Model
Probability of DefaultùMerton Market Options Model
Project ManagementùCost Estimation Model
Project ManagementùCritical Path Analysis
Project ManagementùProject Timing
Real EstateùCommercial Real Estate ROI
Risk AnalysisùIntegrated Risk Analysis
Risk AnalysisùInterest Rate Risk
Risk AnalysisùPortfolio Risk Return Profiles
Risk HedgingùDelta-Gamma Hedging
Risk HedgingùDelta Hedging
Risk HedgingùEffects of Fixed versus Floating Rates
Risk HedgingùForeign Exchange Cash Flow Model
Risk HedgingùHedging Foreign Exchange Exposure
SensitivityùGreeks
SensitivityùTornado and Sensitivity Charts Linear
SensitivityùTornado and Sensitivity Nonlinear
SimulationùBasic Simulation Model
SimulationùBest Surgical Team
SimulationùCorrelated Simulation
SimulationùCorrelation Effects on Risk
SimulationùData Fitting
SimulationùDebt Repayment and Amortization
SimulationùDemand Curve and Elasticity Estimation
SimulationùDiscounted Cash Flow, Return on Investment, and Volatility Estimates
SimulationùInfectious Diseases
SimulationùRecruitment Budget
SimulationùRetirement Funding with VBA Macros
SimulationùRoulette Wheel
SimulationùTime Value of Money
Six SigmaùObtaining Statistical Probabilities, Basic Hypothesis Tests, Confidence Intervals, and Bootstrapping Statistics
Six SigmaùOne- and Two-Sample Hypothesis Tests Using t-Tests, Z-Tests, F-Tests, ANOVA, and Nonparametric Tests (Friedman, Kruskal Wallis, Lilliefors, and Runs Tests
Six SigmaùSample Size Determination and Design of Experiments
Six SigmaùStatistical and Unit Capability Measures, Specification Levels, and Control Charts
ValuationùBuy versus Lease
ValuationùBanking: Classified Loan Borrowing Base
ValuationùBanking: Break-Even Inventory with Seasonal Lending Trial Balance Analysis
ValuationùBanking: Firm in Financial Distress
ValuationùBanking: Pricing Loan Fees Model
ValuationùValuation Model
Value at RiskùOptimized and Simulated Portfolio VaR
Value at RiskùOptions Delta Portfolio VaR
Value at RiskùPortfolio Operational and Credit Risk VaR Capital Adequacy
Value at RiskùRight-Tail Capital Requirements
Value at RiskùStatic Covariance Method
VolatilityùImplied Volatility
VolatilityùVolatility Computations
Yield CurveùCIR Model
Yield CurveùCurve Interpolation BIM Model
Yield CurveùCurve Interpolation NS Model
Yield CurveùForward Rates from Spot Rates
Yield CurveùTerm Structure of Volatility
Yield CurveùU.S. Treasury Risk-Free Rates and Cubic Spline Curves
Yield CurveùVasicek Model
Real Options SLS Applications
Introduction to the SLS Software
Employee Stock OptionsùSimple American Call Option
Employee Stock OptionsùSimple Bermudan Call Option with Vesting
Employee Stock OptionsùSimple European Call Option
Employee Stock OptionsùSuboptimal Exercise
Employee Stock OptionsùVesting, Blackout, Suboptimal, Forfeiture
Exotic OptionsùAmerican and European Lower Barrier Options
Exotic OptionsùAmerican and European Upper Barrier Options
Exotic OptionsùAmerican and European Double Barrier Options and Exotic Barriers
Exotic OptionsùBasic American, European, and Bermudan Call Options
Exotic OptionsùBasic American, European, and Bermudan Put Options
Real OptionsùAmerican, European, Bermudan, and Customized Abandonment Options
Real OptionsùAmerican, European, Bermudan, and Customized Contraction Options
Real OptionsùAmerican, European, Bermudan, and Customized Expansion Options
Real OptionsùContraction, Expansion, and Abandonment Options
Real OptionsùDual Variable Rainbow Option Using Pentanomial Lattices
Real OptionsùExotic Chooser Options
Real OptionsùExotic Complex Floating American and European Chooser
Real OptionsùJump-Diffusion Option Using Quadranomial Lattices
Real OptionsùMean-Reverting Calls and Puts Using Trinomial Lattices
Real OptionsùMultiple Assets Competing Options
Real OptionsùPath-Dependent, Path-Independent, Mutually Exclusive, NonûMutually Exclusive, and Complex Combinatorial Nested Options
Real OptionsùSequential Compound Options
Real OptionsùSimultaneous Compound Options
Real OptionsùSimple Calls and Puts Using Trinomial Lattices
Real Options Strategic Case StudiesùFraming the Options
Real Options Strategic CasesùHigh-Tech Manufacturing: Build or Buy Decision with Real Options
Real Options Strategic CasesùOil and Gas: Farm-Outs, Options to Defer, and Value of Information
Real Options Strategic CasesùPharmaceutical Development: Value of Perfect Information and Optimal Trigger Values
Real Options Strategic CasesùOption to Switch Inputs
ValuationùConvertible Warrants with a Vesting Period and Put Protection
List of Models
List of Functions
Understanding and Choosing the Right Probability Distributions
Financial Statement Analysis
Exotic Options Formulae
Measures of Risk
Mathematical Structures of Stochastic Processes
Glossary of Input Variables and Parameters in the Modeling Toolkit Software
About the DVD
About the Author
Index
Table of Contents provided by Publisher. All Rights Reserved.

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