Beyond the Bell Curve: Why Markets Don't Follow Dice Laws (and the Math Behind It)

Dice follow the Bell Curve; markets do not. The standard Normal model dangerously assumes constant volatility and mathematically erases the probability of extreme crashes. To capture reality, true quants combine GARCH to track how volatility clusters and the Student-t distribution to measure the devastating "fat tails" of the crowd.