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This example is a more advanced version of the Monte Carlo Integration example given earlier. In addition to the material taken from the example mentioned above, this program also utilized a numerical procedure (specifically, Jocobi search method, for derivation of the Eigenvectors and Eigenvalues) and matrix algebra. The procedure for generating random numbers from a multivariate distribution is described in the 4 steps of the example shown later. This program computes probability from a multivariate standard normal probability distribution.
See Examples below;
Standard Deviation and Mean
>
Lotto Number Generator
>
Playing Card
Probability
>
Normal Distribution Random Number Generator
>
Monte Carlo Integration
>
Black-Scholes Option Pricing Model - European Call and Put
>
Binomial Option
Pricing Model
>
Portfolio Optimization
>
Multiple Regression
>
Bootstrap - A
Non-Parametric Approach
>
Multivariate Standard Normal Probability Distribution
>
Monte Carlo Simulation
>
Option Greeks Based on Black-Scholes Option Pricing Model.
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