# QLIKE

VF003 · Volatility forecasting and options · Lesson 3 of 8. Nine interactive steps, each with its own guided explanation.

Why MSE misjudges volatility forecasts. QLIKE punishes missing a storm more than crying wolf, and stays robust to noisy proxies.

Every step uses real market data. This is education about models and their assumptions, not financial advice.

Canonical page: https://21ifm.com/quant/volatility/qlike-loss

## Explore

- [Volatility forecasting and options: the eight-lesson path](https://21ifm.com/quant/volatility)
- [Advanced Volatility Forecasting: Classical vs AI bootcamp](https://21ifm.com/workshops/volatility-forecasting)