# Value at Risk with Monte Carlo Simulation

This Excel spreadsheet calculates Value at Risk through the Monte Carlo simulation of geometrical brownian motion in VBA.

This Excel spreadsheet calculates Value at Risk through the Monte Carlo simulation of geometrical brownian motion in VBA.

Today I’d like to clarify the concept of Value At Risk. I’ll demonstrate how you can calculate VAR in Excel, but I’ll also discuss some of its limitations.

This Excel spreadsheet helps you calculate the Omega Ratio, a financial benchmark created by Shadwick and Keating in 2002.

This Excel spreadsheet imports historical stock prices from Yahoo Finance (http://finance.yahoo.com).

This Excel spreadsheet calculates the Sortino Ratio for an investment, a measure of risk-adjusted return. Investments that emphasize their Sortino Ratio often try to minimize their losses as a part of their trading strategy.

This Excel spreadsheet will calculate the optimum investment weights in a portfolio of three stocks by maximizing the Sharpe Ratio of the portfolio.

This Excel spreadsheet implements Markowitz’s mean-variance theory. It optimizes asset allocation by finding the stock distribution that minimizes the standard deviation of the portfolio while maintaining the desired return.

This article describes how you can implement the Sharpe Ratio in Excel. As an alternative method, I’ll also give some VBA code that can also be used to calculate the Sharpe Ratio.

Insuring your long-term financial stability shouldn’t be a chore, but it often is. The financial services industry are far too keen on acronyms, jargon and in-speak. In this section, I’m going to define several terms that everyone should know.

Hedge funds traditionally use benchmarks like the Sharpe Ratio and Sortino Ratio to gauge the risk-efficiency of portfolios. The Sharpe Ratio is the effective return of a risky asset per unit of risk (i.e variance), while the Sortino Ratio is…