financial simulation modeling in excel [electronic resource] a step-by-step guide

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financial simulation modeling in excel [electronic resource] a step-by-step guide

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[...]... corporate modeling for Hexagon Securities, a boutique merchant bank that advises and invests in banks and specialty finance companies Mr Laurito held a managing directorship at RangeMark Financial Services, a credit-risk management and capital-markets firm specializing in structured finance At RangeMark, he headed analysis of structured-asset resecuritizations and esoteric interest rate products, as well as... financial simulations, I find it critical to start any discussion with a definition of what a random element is and how it is properly used in a financial simulation W SEED VARIABLES AND RANDOM NUMBER GENERATION At the most basic level, the random element in a financial simulation model is a random variable, which is a quantification that can change How a random variable is first established and how it changes... methods, simulation, by taking readers through basic theory and techniques that can be instantly applied to a variety of financial products P WHAT IS SIMULATION? In general, simulation is typically a process that attempts to imitate how events might take place in real life Simulations can be extraordinarily simple, such as conducting a mock interview with a peer, or incredibly complex, such as using a flight... simulator to mimic a Mars landing A simulation can also be for a tangible real-life process or for something abstract For instance, the military often engages in simulations that try to replicate real-life war scenarios Soldiers storm faux buildings with people playing different roles in accordance with situations they would expect in a real war However, there are also abstract simulations such as those... that are inherent to most financial simulations (and to many simulations in other fields as well) Chapter 2 works through random number generation and eventually to explaining a common term heard in finance, Brownian motion After that, in Chapter 3, correlation between variables is explained with examples on how correlated random numbers are generated These tools are invaluable for constructing simulations... Add-Ins, and check the boxes for Analysis Tool Pak, Analysis Tool Pak VBA, and Solver Typically the Analysis Tool Pak and the Analysis Tool Pak VBA are the first two Add-Ins on the Add-Ins list Solver is usually at the bottom Select OK If the Add-Ins are not installed, it may prompt you with a few messages stating that Excel will need to install them Depending on how Excel was initially installed, you may...P1: OTA/XYZ JWBT550-Prefae P2: ABC JWBT550-Allman Preface August 18, 2011 12:5 Printer Name: Yet to Come ix It’s my belief that the combination of our skills and experience has been conveyed in an approachable, unintimidating, and clear manner I hope that the pedagogical approach allows readers to walk away with a new tool in their analytical skill set and a feeling of personal value addition If readers... changes each time is critical The first and most obvious characteristic of a random variable is that it is random, meaning that the random variables created should not evolve and repeat in a pattern The two key elements to preventing repetition are the initial starting point or seed state and the algorithm used to create the random variables Prior to explaining the details of a seed variable and random... 23:26 Printer Name: Yet to Come FINANCIAL SIMULATION MODELING IN EXCEL name This is done using the Name Box in the upper left corner of the Excel application or by selecting the Formulas tab and selecting the Name Manager button In the Name Manager dialogue boxes, you can create, edit, and/or delete named references It is particularly important to name a cell or range of cells as commanded if VBA code... established, and certain rules might be integrated to help make the simulation as real as possible For instance, even though a soldier could theoretically leave the simulation area to get around an obstacle, a rule could define the simulation area and state that soldiers are not allowed to go beyond its perimeter Similarly, in a financial simulation we would need a medium in which to conduct the simulation, . website at www.wiley.com. Library of Congress Cataloging -in- Publication Data: Allman, Keith A. , 1977– Financial simulation modeling in Excel : a step-by-step guide / Keith Allman, Josh Laurito, and. advises and invests in banks and specialty finance compa- nies. Mr. Laurito held a managing directorship at RangeMark Financial Ser- vices, a credit-risk management and capital-markets firm specializing. unintimidating, and clear manner. I hope that the pedagogical approach allows readers to walk away with a new tool in their analytical skill set and a feeling of personal value addition. If readers feel that something

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  • Contents

  • Preface

  • Acknowledgments

  • About the Authors

  • CHAPTER 1 Introduction

  • CHAPTER 2 Random Numbers, Distributions, and Basic Simulation Setup

  • CHAPTER 3 Correlation

  • CHAPTER 4 Option Pricing

  • CHAPTER 5 Corporate Default Simulation

  • CHAPTER 6 Simulating Pools of Assets

  • CHAPTER 7 Dealing with Data Deficiencies and Other Issues

  • CHAPTER 8 Advanced Topics and Further Reading

  • APPENDIX A Partial Differential Equations

  • APPENDIX B Newton-Raphson Method

  • References

  • Index

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