A Primer on Applying Monte Carlo Simulation, Real Options Analysis, Knowledge Value Added, Forecasting, and Portfolio Optimization

Abstract

In this quick primer, advanced quantitative risk-based concepts will be introduced-namely, the hands-on applications of Monte Carlo simulation, real options analysis, stochastic forecasting, portfolio optimization, and knowledge value added. These methodologies rely on common metrics and existing techniques (e.g., return on investment, discounted cash flow, cost-based analysis, and so forth), and complement these traditional techniques by pushing the envelope of analytics, not replacing them outright. It is not a complete change of paradigm; and we are not asking the reader to throw out what has been tried and true, but to shift his/her paradigm, to move with the times, and to improve upon what has been tried and true. These new methodologies are used in helping make the best possible decisions, allocate budgets, predict outcomes, create portfolios with the highest strategic value and returns on investment, and so forth, where the conditions surrounding these decisions are risky or uncertain. These new techniques can be used to identify, analyze, quantify, value, predict, hedge, mitigate, optimize, allocate, diversify, and manage risk for military options.

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Document Details

Document Type
Technical Report
Publication Date
Feb 08, 2010
Accession Number
ADA518628

Entities

People

  • Johnathan C. Mun
  • Thomas Housal

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Ground and Sea Platforms
  • Human Systems
  • Weapons Technologies

DTIC Thesaurus Topics

  • Application Software
  • Budgets
  • Business Administration
  • Commerce
  • Computational Science
  • Data Science
  • Delphi Method
  • Department Of Defense
  • Economic Analysis
  • Finance
  • Information Science
  • Information Systems
  • Investments
  • Monte Carlo Method
  • Risk Analysis
  • Simulations
  • Statistics

Readers

  • Computational Modeling and Simulation
  • Economics
  • Life Cycle Cost Analysis