A downside risk measure.
The most traditional measure of risk is VOLATILITY.
It however, does not factor for the direction of movement
Risk is about the odds of losing money --> VAR answers what is the worst-case scenario
VAR statistic:
1. Time Period (daily, monthly)
2. Confidence Level (95% or 99%)
3. Loss Amount / Percentage
Methods of calculating VAR:
1. Historical Method
1. Reorganize returns from worst to best and undestand the levels
2. Variance-Covariance
1. Average Return and Standard Deviation need to be estimated
3. Monte Carlo Simulation [[Monte Carlo]]
1. Randomly generate trials without telling us anything about the underlying methodology
2. Generate random variable used in tandem with economic factors to predict outcomes over a large spectrum
3. Black Box of random, probabilistic, outcomes